Security Support in Continuous Deployment Pipeline

Faheem Ullah

, Adam Johannes Raft

, Mojtaba Shahin

, Mansooreh Zahedi

and Muhammad Ali Babar

1,2

CREST – Centre for Research on Engineering Software Technologies, The University of Adelaide, Adelaide, Australia

CREST – Centre for Research on Engineering Software Technologies, IT University of Copenhagen,

Copenhagen, Denmark

Keywords: Continuous Deployment Pipeline, Continuous Deployment, Security, Continuous Integration.

Abstract: Continuous Deployment (CD) has emerged as a new practice in the software industry to continuously and

automatically deploy software changes into production. Continuous Deployment Pipeline (CDP) supports CD

practice by transferring the changes from the repository to production. Since most of the CDP components

run in an environment that has several interfaces to the Internet, these components are vulnerable to various

kinds of malicious attacks. This paper reports our work aimed at designing secure CDP by utilizing security

tactics. We have demonstrated the effectiveness of five security tactics in designing a secure pipeline by

conducting an experiment on two CDPs– one incorporates security tactics while the other does not. Both

CDPs have been analysed qualitatively and quantitatively. We used assurance cases with goal-structured

notations for qualitative analysis. For quantitative analysis, we used penetration tools. Our findings indicate

that the applied tactics improve the security of the major components (i.e., repository, continuous integration

server, main server) of a CDP by controlling access to the components and establishing secure connections.

1 INTRODUCTION

Continuous Deployment (CD) is a software

development practice which enables an organization

to deploy software to customers continuously,

automatically and reliably (Claps et al., 2015,

ElectricCloud, 2016). A number of innovative

organizations such as Facebook, Microsoft, and IBM

adopted CD to deliver values to their customers

frequently. CD brings several benefits to an

organization (Anderson, 2014). These benefits

include reducing developer’s effort, improving the

quality of software, and reduced cost (Anderson et al.,

2014, Chen, 2015). Continuous Deployment Pipeline

(CDP) is the core concept to successfully implement

CD practice (contributors, 2016, Humble and Farley,

2010, Phillips A, 2015). CDP automatically transfers

code changes from a repository to a production

environment. Furthermore, CDP enables the team

members to always keep an eye on every aspect (e.g.,

build, deploy, test etc.) of the system, and get a quick

feedback on deployed software. A CDP also

promotes collaboration between various groups of

developers working together to fix bugs and issues

and deliver the software by improving the visibility

of changes (Fowler, 2013). A CDP is a collection of

stages (e.g., build, package, and test) supported by

tools (GitHub, Jenkins, AWS etc.) and technologies

for enabling continuous and automated deployment

of changes into production. The number and nature of

stages involved in CDP vary from organization to

organization (Adams and McIntosh, 2016). Similarly,

the tools and technologies incorporated for

implementation of CDP also vary from project to

project and organization to organization.

Security of software supply chain is becoming

important because of the involvement of several

direct and indirect participants in the process (Ellison

et al., 2010). In order to ensure a secure supply of

software, each phase (initiation, development,

deployment, maintenance and disposal) of software

supply chain needs to be protected from malicious

attacks. Being the last portion of the supply chain,

deployment pipeline needs to be fully secure (Bass et

al., 2015). However, the reality is contrary to this.

Different users from various teams (e.g.,

development, operation, and testing) have the same

level of access to various resources on the pipeline

which gives unnecessary access and paws way for

malicious activities (Rimba et al., 2015). Continuous

Ullah, F., Raft, A., Shahin, M., Zahedi, M. and Babar, M.

Security Support in Continuous Deployment Pipeline.

DOI: 10.5220/0006318200570068

In Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2017), pages 57-68

ISBN: 978-989-758-250-9

Integration (CI) server, an important part of a CDP,

generally has a monolithic design which enables an

attacker (who breached a single part of the code) to

have access to all parts of the code and so gain an

overall control of the entire process (Bass et al.,

2015). Securing a CDP is a challenging task due to

the variety of tools involved with each having its own

security requirements (Bass et al., 2015).

It is asserted that if the components of a CDP and

the communication among them are secure, then the

whole CDP will be secure (Bass et al., 2015, Rimba

et al., 2015). Hence, we propose the use of five

security tactics for protecting CDP from malicious

attacks by addressing the security requirements of the

three major components (i.e., repository, main server,

and CI server) of the CDP. The primary focus of our

security tactics is to ensure controlled access to these

components. We demonstrate the effectiveness of our

security tactics by comparing two CDPs – one that

incorporates our proposed tactics and other that does

not. Our results show that security tactics ultimately

lead to enhancing the security of the entire CDP. It is

worth mentioning that both academia and industry

refer to CDP and CI server also as continuous

delivery pipeline and automated build server

respectively. Therefore, these terms are used

interchangeably in the rest of the paper.

The rest of the paper is organized as follows:

Section 2 discusses CDP, its security in the light of

existing literature, and motivation for this work.

Section 3 includes an overview of our implemented

CDPs, security risks identified for each of the three

components, and presents our approach for

eliminating identified risks through the incorporation

of our proposed security tactics. Section 4 presents

analysis and results from the qualitative and

quantitative evaluation of the effectiveness of

security tactics. Section 5 provides a discussion on the

results and limitations of our approach. Section 6

concludes the work and identifies some future

research directions.

2 RELATED WORK

Sufficient research exists on the identification and

categorization of software security risks. Reviewing

such literature gives us an idea of possible

permutations inside a software system. (Landwehr et

al., 1993) classify security flaws based on how, when

and where they are introduced into the system. Based

https://www.owasp.org/index.php/Category:OWASP_Top_Ten_Project#t

ab=OWASP_Top_10_for_2013

on this logic, security flaws are categorized into three

categories: Genesis (intentionally, unintentionally

etc.), Time of Introduction (during development,

maintenance, or operation etc.) and Location

(hardware or software). ((Langweg, 2004) categorize

attacks that software applications can come across.

According to this classification, attacks are divided

into three categories: Location (input), Cause

(processing), and Effect (output). (Aslam et al.,

1996) present the classification of security faults in

Unix Operating System to highlight various types of

security faults. Similarly, several organizations also

highlight security risks in software. Open Web

Application Security Project (OWASP)

created a list

of top 10 vulnerabilities (e.g. injection, broken

authentication & session management, and missing

function-level access control etc.) for web

applications. In 2011, Common Weaknesses

Enumeration (CWE)

also published a list of 25

software errors (missing authentication, missing

authorization, incorrect authorization etc.) that can

lead to serious losses.

(Bass et al., 2015) explore various scenarios of

subverting a pipeline that includes deployment of an

invalid image, deployment of an image without being

passed through a complete pipeline, and unauthorized

environment (e.g. development) having direct access

to the production environment. Authors propose steps

for securing the pipeline that includes: (1)

identification of security requirements of the pipeline;

(2) differentiating between trustworthy and

untrustworthy components of the pipeline; (3)

decomposition of untrustworthy components of the

pipeline; (4) modification of untrustworthy

components to let the trustworthy components

perform critical operations. The proposed process for

securing the deployment pipeline is aimed at making

trustworthy components of the pipeline mediate

access to the actual building and deploying activities.

Accessing sensitive data or functions only through

trustworthy components improves the security of the

pipeline by preventing untrustworthy components

from accessing sensitive functions. The devised

process does not fully secure the pipeline but hardens

it to a certain level.

(Rimba et al., 2015) highlight several security

requirements of CDP that include: (1) different roles

(e.g. development team, operation team etc.) should

have different levels of access (2) in order to prevent

malicious code end up being deployed in production,

CDP should not be miss-configured or compromised

in any way and (3) testing and production

environments should be fully isolated. Authors

http://cwe.mitre.org/top25/

ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering

demonstrate the suitability of their proposed approach

(Design Fragments) by securing a CDP to satisfy its

security requirements. In order to address first

security requirement, authors utilize existing security

mechanisms of Amazon Web Service (AWS) and CI

server (Jenkins) to assign different access levels to

different users. For second security requirement,

AWS buckets (codeBucket, credsBucket,

imageBucket, and configBucket) have been protected

by allowing only Jenkins to have access to them.

Authentication enforcer design fragment has been

inserted between Jenkins and buckets, and devised

tactics are leveraged to make required connections or

disconnections for separating Jenkins from trusted

components. Using execution domain pattern,

authors define three logical execution domains

(testing, production, and shared) for isolation of

testing and production environments. Assurance Case

Analysis has been performed to verify that devised

tactics fully address second and third security

requirement of the CDP.

(Gruhn et al., 2013) analyse CI from the security

perspective to identify possible security threats. This

study relates to our work as it also identifies a class of

threats related to build server. Build Server executes

a build job in four steps: (1) Version Control System

(VCS) checkout (2) Build preparations (3) Builder

runs (4) Notification. Each step is vulnerable to

various kinds of malicious attacks such as exploiting

symbolic links (Ko et al., 1994), Denial of Service

attack, Thompson’s trusting trust attack (Thompson,

1984). These threats are eliminated by encapsulating

build job through virtualization. The CI system

restores build server to its original clean form after

every build process and thereby, protects build server

from malicious attacks.

This related work section gives us an insight into

CDP security risks through investigation of security

taxonomies, findings of various security

organizations and related research works. From these

findings, it can be extracted that CDP is subjected to

a vast majority of security threats. In existing

literature, some studies (Bass et al., 2015, Rimba et

al., 2015) focus on access control while some (Gruhn

et al., 2013) focus on virtualization for securing build

server. Our approach leverages both access control

measures and virtualization for securing the pipeline.

Similarly, existing approaches are primarily focused

on securing build server (which is one component of

the CDP) while our proposed tactics secure three

main components (repository, main server, and build

server) of the CDP. Most importantly, existing

approaches are evaluated using only qualitative

analysis. We evaluate the effectiveness of our

proposed security tactics using both qualitative and

quantitative analysis.

3 APPROACH

First, this section briefly describes our CDP and

shows how basic components of our implemented

CDPs collaborate with each other. Then, the CDP is

analysed from the security perspective to identify the

basic security risks in the CDP. The identification of

these security risks helps us in designing our security

tactics. Finally, we describe proposed security tactics

for improving the security of our CDP.

3.1 Overview of CDP

The three main components of our CDP and the

relation between them is shown in Fig – 1. The

repository is the place where developers commit their

developed code. CI server is responsible for testing

and building the code committed to the repository. In

case commit of a developer breaks the commit of

another developer, then corresponding developer is

informed. If the build is successful then the code is

deployed in the main server.

Figure 1: Continuous Deployment Pipeline (CDP).

The components of the CDP, tools used for

implementation of the corresponding components,

and their versions are shown in Table – 1. For the

purpose of comparison, two CDPs are implemented –

one incorporates the security tactics (Secure CDP)

and other does not (Non-secure CDP). In both CDPs,

except GitHub, all other components run on an AWS

instance with Ubuntu as OS.

Table 1: Components of CDP.

Component Tool Version

Repository GitHub 1.9.1

CI Server Jenkins 1.656

Test JUnit 4.11

Build Server Maven 2.2.1

Web Server Tomcat 7.0.52.0

Security Support in Continuous Deployment Pipeline

3.2 Security Risks in CDP

One of the major challenges in implementing CDP is

dealing with security risks (Bass et al., 2015, Rimba

et al., 2015). Before devising any approach for

securing CDPs, it is imperative to first identify and

understand these security risks faced by various

components of the CDP as summarized in Table – 2

and described in the followings:

3.2.1 Security Risks in Repository

Repository (GitHub) of our CDP is a standalone

component that does not borrow or lend security to

any other component. Since a password is the

protection criterion that repository uses to

authenticate developers, therefore, password

implementation needs to be of high strength (Gaw

and Felten, 2006). Secondly, a user with an access to

the GitHub account has total control over all other

repositories associated with that account. This total

control includes deleting individual repositories and

accepting a push or pull request for others. If such a

request for a malicious user is accepted, then this user

may initiate malicious activities and may accept

requests for other malicious users.

3.2.2 Security Risks in Main Server

Access to the Main server (AWS) should be

authenticated and authorized. Although a high

strength password solution is a fairly secure option,

but sometimes average password solutions are

implemented which gives an opportunity to social

engineers to breach password and get unauthenticated

access to resources (Tari et al., 2006). In addition to

password protection, an additional security measure

needs to be taken to enhance the authentication

process for the Main server. Similarly, once

authenticated, a user gets full access to the instance

including the OS. A mechanism is required to restrict

the access to resources on the Main server.

3.2.3 Security Risks in CI server

CI server (Jenkins) also faces serious security threats.

A security failure can cause malicious injection in a

VM instance (with Jenkins inside it) while it is

running. It is important to ensure that before starting

a new build process, CI server should be in a clean

https://aws.amazon.com/documentation/iam/

state (Gruhn et al., 2013). Secondly, the default

installation of Jenkins gives free access to everyone.

A mechanism is needed to assign a role to each user

which specifies the access rights of the user (Sandhu

et al., 1996). Such a mechanism would enable the

administrator to control who can create, modify and

delete pipelines.

Table 2: Security Risks in Key Components of CDP.

Component Security Risks

Repository

(GitHub)

Uncontrolled access

Main Server

(AWS)

Poor authentication mechanism

Uncontrolled access

CI server

(Jenkins)

Starting build process with

previously infected state

Uncontrolled access

3.3 Proposed Security Tactics

After a thorough analysis of the security threats posed

to various components of the CDP, five Security

Tactics (ST) are devised to eliminate identified

threats and secure the pipeline against malicious

activities. These security tactics are:

1. Securing repository through controlled access to

get hold over who can commit to certain branches of

the repository

2. Securing connection to the main server through

use of private key over Secure SHell (SSH)

3. Using roles on the main server to control access

via leveraging AWS Identity and Access Management

(IAM) ecosystem

4. Setting up the CI server to start up a Virtual

Machine (VM) with a clean state by leveraging

Jenkins VM plug-in (Jenkins, 2013)

5. Using Jenkins roles plug-in (Jenkins, 2016) for

assigning roles on the CI server to control who can

create, modify and delete pipelines

First two tactics are incorporated in both the CDPs

(Secure CDP and non-secure CDP) while rest of the

three tactics are only incorporated in the secure CDP

as shown in Fig – 2. Each of the tactics is further

explained in the following sub-sections.

ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering

Figure 2: Secure & non-secure CDP with incorporated security tactics.

3.3.1 Controlled Access to Repository

The Repository is the starting point of the CDP and if

its security is breached, then the security of the entire

CDP becomes vulnerable. GitHub allows developers

to commit code to the project by adding them to

“Collaborators”. In order to have control over who

can commit code or create and delete individual

repositories, default security gate of GitHub is

utilized. This enables the administrator or particular

user with assigned rights to accept or reject a commit

request. Each time a user makes a push request to

commit code, the administrator of the repository has

the authority to accept or reject the request. Applying

this approach before accepting any commit request

enables the administrator to ensure that user or his

activity is not malicious. Sometimes, it may not be

possible to have the administrator to make an actual

pull for every commit due to a high number of commit

requests. However, there exist several solutions to

address this issue. For example, if the server is

propriety Git server then Gitolite

is a possible

solution.

3.3.2 Enhanced Authentication Mechanism

for Main Server

In addition to username and password, private key

over SSH (Ellingwood, 2014) is leveraged by the

Main server to keep AWS instance safe from an

insecure connection. Username and password give

access to AWS interface where instances can be

manipulated but username and password cannot

https://git-scm.com/book/en/v1/Git-on-the-Server-Gitolite

enable a user to connect to an instance. In order to

connect to an AWS instance, a private key over SSH

is required. This additional protection through private

key over SSH enhances authentication process and

ensures that no malicious user is connected to an

AWS instance.

3.3.3 Controlled Access to Main Server

Having only authentication mechanism means all

users will have the same kind of access rights, which

is problematic. In order to allocate particular access

rights to particular users, the concept of roles is

introduced. AWS Identity and Access Management

(IAM) ecosystem can be utilized to enable an

administrator to control access of users to AWS

instances and ecosystem and allocate access rights

based on the particular role of the user. For example,

the administrator can control which user can change

the settings of a firewall.

3.3.4 Clean CI Server VM Image

Utilizing VM plug-in in Jenkins protects VM from

outside malicious access (Gruhn et al., 2013). Every

time a Jenkins is asked to build, it fires up a VM with

a Jenkins inside it. Since the Jenkins is inside the VM

that performs the build, therefore, Jenkins instance is

not vulnerable to malicious activity. When the build

process gets finished, VM is shut down and the

Jenkins instance inside this VM is destroyed. Next

time, when a Jenkins is asked to build, a new VM with

a new Jenkins instance is created to start the new

Security Support in Continuous Deployment Pipeline

clean build. Fig – 3 highlights the significance of VM

plug-in by showing the difference between states of a

CI server in the presence and absence of VM plug-in.

Figure 3: States of CI server with and without VM plug-in.

3.3.5 Controlled Access to CI Server

With Jenkins’ roles plug-in, it is possible to create

global roles, project roles, slaves’ roles and user roles

('Role Strategy Plugin. Available at

https://wiki.jenkins-ci.org/display/JENKINS/Role+

Strategy+Plugin [Last Accessed: 24th Oct, 2016],').

Here, we are particularly interested to leverage this

plug-in for enabling the administrator to have a

control over the activity of a user. Using roles plug-

in, administrator assigns roles to each user based on

his particular role. Such an assignment of role would

decide access rights of the user. For example, an

administrator may restrict one user from creating,

modifying or deleting a pipeline but may allow

another user to perform these tasks.

4 ANALYSIS AND RESULTS

This section analyses the implemented CDPs both

qualitatively and quantitatively to investigate whether

the proposed tactics enhance the security of secure

CDP.

4.1 Qualitative Analysis of CDPs

We use Assurance Case with Goal Structuring

Notation (GSN) for qualitative assessment of the

effectiveness of proposed security tactics. Assurance

Case is a qualitative testing technique where evidence

is organized into an argument to show to a certain

interested party that a certain claim regarding the

system holds true (John Goodenough, 2007). In

Assurance Case technique, a claim about a system is

established and supported by objective evidence.

Sometimes safety arguments within safety cases

communicated via free text are unclear and create

misunderstanding among various stack holders. It is

always efficient and easily understandable to present

assurance case in graphical form rather than textual

form. For this purpose, GSN (Kelly and Weaver,

2004) is used to properly communicate arguments in

an assurance case through graphical notations. In

GSN, elements are linked together to form a goal

structure and while supporting arguments, goal

structure is successively broken down into sub-goals

until these small goals can be directly supported via

evidence (Kelly and Weaver, 2004).

We aim to secure three basic components

(Repository, Main Server, and CI Server) of a CDP.

We will analyse whether our proposed security tactics

meet the security requirements of these three

components of a CDP. If we demonstrate that the

proposed tactics properly meet the security

requirements, then it can be shown our security tactics

improve a CDP’s security.

From the security perspective, the repository

requires controlled access, which means not all users,

should have full rights to access every resource or

perform any operation at the repository. Security

requirements of the Main server can be broken down

into two parts: firstly, every user should be properly

authenticated before allowing him access to the Main

server; and secondly access to resources or authority

to perform operations should be authorized. The

security requirements of the CI Server can also be

broken down into two parts: firstly CI server should

be in the clean state before starting a new build

process; and secondly access to CI server should be

controlled so that the principle of least privilege

(Sandhu and Samarati, 1994) can be realized. We

make an assurance case as shown in Fig – 4 to argue

that our proposed tactics satisfy the security

requirements of the CDP. We claim that our CDP is

secure because three of the major components

(repository, main server, CI server) of the CDP are

secure. The repository is secure because access to the

repository is totally controlled. First, a user is

authenticated through his credentials (username and

password). After being authenticated, default security

gate of GitHub is leveraged which enables the

administrator to decide about user’s privileges. The

mechanism allows the administrator to keep a check

on who is committing code and prevents a common

user from allowing an attacker to commit his

malicious code. This security measure also provides

ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering

an additional protection to Java files, JUnit files, and

Maven files because they do not have their own

security mechanism rather rely on repository's

security mechanism. Next, we claim that Main Server

is secure. Main Server will be secure if users

accessing the Main Server are authenticated and each

user has specific rights according to his role to access

or perform particular operations. In order to access an

AWS instance on Main Server, in addition to

username and password, a user needs private-key

over SSH. This additional security measure ensures

that even if a malicious user breaches the normal

password security system, he can't connect to the

AWS instance as he would require a private key for

connecting and manipulating an AWS instance.

Similarly, the second requirement of the Main server

is addressed by utilizing the AWS IAM service that

enables an administrator to assign specific access

rights to users according to their roles. Finally, we

claim that CI server is also secure. This claim is

supported by two arguments. In order to ensure that

CI server is in a clean state before starting a build

process, we are leveraging the VM plug-in, which

protects Jenkins instance from malicious attacks and

ensures that CI server remains in the clean and non-

infected state. Since the security of CI server requires

controlled access to CI server, role plug-in is

leveraged to enable an administrator to assign roles to

various users according to their particular roles.

Since our qualitative analysis demonstrates that

the proposed security tactics satisfy the security

requirements of the CDP, therefore, we can establish

that our proposed security tactics contribute to

improving the security of the CDP.

4.2 Quantitative Analysis of CDPs

For quantitative evaluation of the effectiveness of

security tactics, two scanning tests are performed.

These scanning tests launch various kinds of attacks

on the application to find vulnerabilities and assess

the security level of the application.

The first of these tests is the Qualys OWASP

Scan

that is normally practiced to see whether a web

application works according to the security standards

set by OWASP against online attackers. Qualys

OWASP scan helps understand and identify

vulnerabilities and support in fixing these

vulnerabilities. Scanning engine is intelligently

designed to perform specific scanning tasks and avoid

unnecessary vulnerability checks. Qualys scanning

https://www.qualys.com/forms/freescan/owasp/

Figure 4: CDP Assurance Case.

methodology follows the same steps as an attacker

would follow (Qualys, 2015). The basic steps of the

scanning process include: (1) checking if the host to

be scanned is alive and running; (2) checking if host

is using some firewalling; (3) identifying all open

TCP and UPD ports; (4) checking which operating

system is used by host; (5) identification of services

running on open TCP or UDP ports; (6) starting actual

non-intrusive vulnerability assessment (Qualys,

2015).

The second scanning tool is OWASP Zed Attack

Proxy (ZAP)

scanner that is a free security scanner

for finding vulnerabilities in web applications. ZAP

has two kinds of scanners: Active and Passive (ZAP,

2015). Active scanner performs a wide range of

known attacks on the host to find vulnerabilities. The

active scanner cannot detect logical vulnerabilities

such as broken access control. In addition to active

scanning, it is always beneficial to perform manual

penetration testing too. Passive scanner constantly

examines requests and responses to detect a certain

type of vulnerabilities. ZAP also has fuzzing

capability to identify vulnerabilities that are more

settled, which active and passive scanners cannot

identify. In this work, we only focus on automatic

attacks to assess the security aspects of CDPs.

Primarily, these tools focus on web aspect of

penetration testing. The two important components of

CDPs (GitHub and Jenkins) have a public interface in

the form of a website. Tomcat, which hosts Jenkins,

has a public interface and so does the dashboard that

controls AWS instances. Keeping in view that CDP

has public web interfaces, these tools are best

https://www.owasp.org/index.php/OWASP_Zed_Attack_Proxy_Project

Security Support in Continuous Deployment Pipeline

available tools for quantitative assessment of the

security level of CDPs.

4.2.1 Repository (GitHub)

We mentioned that a single repository is used with

both the CDPs, hence, the security level of the

repository cannot be compared. Instead, these tests

enable us to find the vulnerabilities and their severity.

OWASP scan found 105 vulnerabilities in the

repository as shown in Fig – 5a. The majority of the

vulnerabilities are related to Denial-Of-Service (DoS)

attacks, Internet Control Message Protocol (ICMP)

timestamp, path, and password-completion. DoS

attacks do not pose any direct threat to the security of

GitHub as these issues can affect communication to

and from pipeline but cannot directly infect the

pipeline. As a matter of the best practice, ICMP

timestamp issues can be addressed via several

available techniques (Singh et al., 2003, Security,

2016), but these issues do not have any significance

in relevance to a CDP’s security. There are several

path-based vulnerabilities as well which again does

not pose any serious threat to a CDP’s security. These

path-based vulnerabilities give the attacker some

information about folder structure on the server,

which can be used for guessing the structure of other

folders on a server. Most browsers have auto-

password completion feature, which is a serious issue.

It means that retrieving such a password from the

browser would enable an attacker to access CDP and

inject malicious software, which will be a total breach

of security.

Figure 5a: OWASP Scan Result for Repository (GitHub).

ZAP scan found several vulnerabilities

categorized into eight groups as shown in Fig – 5b.

Identified vulnerabilities are related to settings of

cookie, usage of JavaScript, content caching, IP

disclosure and password auto-completion. Setting

cookie without the secure flag and HTTPOnly flag

makes it possible to access cookie via non-encrypted

connection and using JavaScript respectively. It does

not have much to do with a CDP’s security and can

be easily fixed too. The results show that about 6618

vulnerabilities of using JavaScript for another

domain. Not all the cases have been checked but the

ones that are checked come from GitHub subdomain

asssets-cdn.github.com which makes it a non-issue in

relevance to a CDP’s security. There are around 3683

cases (vulnerabilities) where HTTP allows browser or

proxy to cache contents, which again is not relevant

to the security of CDP. There are also cases of

displaying private IP in HTML response code that can

be mitigated via Load Master Content Rule (KEMP,

2016) or similar strategies depending upon the type

of server. This vulnerability is also not directly related

to the security of CDP. Like OWASP scan, password

auto-completion vulnerability is detected by ZAP

scan too, which poses a serious threat to the security

of CDP.

Figure 5b: ZAP Scan Result for Repository (GitHub).

4.2.2 Main Server (AWS)

Scanning tests are separately applied on Main servers

for secure and non-secure CDPs.

Main Server of Secure CDP

As shown in Fig – 6a OWASP scan found three

vulnerabilities in the Main server of secure CDP.

Vulnerabilities found by this scan are related to

cookies, which identifies that secure flag and

HTTPOnly flag are not set. If these flags are not set,

it may allow the browser to communicate via a non-

encrypted channel and a client side script would be

able to read a cookie. Hence, such vulnerabilities do

not affect the security of CDP. Additionally, these

issues can be easily fixed.

Figure 6a: OWASP Scan Result for Main Server (AWS) of

Secure CDP.

ZAP scan found around 26 vulnerabilities of six

different types. Results obtained from ZAP scan are

shown in Fig – 6b. Similar to OWASP scan, the

majority of vulnerabilities are relevant to cookies.

Apart from that, issues relevant to content caching

and cross-site scripting are also identified. The list of

vulnerabilities shows that X-Frame-Options Header

ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering

is not added. This allows an attacker to inject multiple

transparent layers in HTTP page for deceiving a user.

Most modern browsers have this feature and this issue

can be easily fixed. As mentioned previously, the

issue of content caching is hardly relevant to the

security of CDP. Similarly, the Anti-MIME-Sniffing

header X-Content-Type-Options can be easily set to

‘nonsniff’. Further results indicate that XSS

protection is not enabled which can be enabled by

setting the X-XSS-protection HTTP response header

to ‘1’.

Figure 6b: ZAP Scan Result for Main Server (AWS) of

Secure CDP.

Main Server of Non-Secure CDP

OWASP scan identified three vulnerabilities in the

Main Server of non-secure CDP as shown in Fig – 7a.

Identified vulnerabilities are related to password

auto-completion, which poses a serious threat to the

security of CDP.

Figure 7a: OWASP Scan Result for Main Server (AWS) of

Non-secure CDP.

ZAP scan found around 42 vulnerabilities of eight

types in the Main Server of non-secure CDP as shown

in Fig – 7b. Most of the vulnerabilities identified are

of the same kind as found for Main Server of secure

CDP, however, the number of vulnerabilities

increased for non-secure CDP. Additionally, as

shown by OWASP scan as well, Main Server of non-

secure CDP has password auto-completion

vulnerability that is a serious issue in relevance to the

security of CDP.

4.2.3 CI Server (Jenkins)

Similar to Main Server, scanning tests are applied on

CI servers of both CDPs.

Figure 7b: ZAP Scan Result for Main Server (AWS) of

Non-secure CDP.

CI Server of Secure CDP

OWASP scan did not find any vulnerability in CI

server of secure CDP as shown in Fig – 8a.

Figure 8a: OWASP Scan Result for CI Server (Jenkins) of

Secure CDP.

As shown in Fig – 8b, ZAP scan found around 113

vulnerabilities of five types. The majority of the

vulnerabilities are the same as found for the main

server and it has already been discussed how these

issues can be addressed. A single serious

vulnerability is found which relates to password auto-

completion.

Figure 8b: ZAP Scan Result for CI Server (Jenkins) of

Secure CDP.

CI Server of Non-Secure CDP

In CI server of non-secure CDP, OWASP scan could

not find any vulnerability as shown in Fig – 9a.

Figure 9a: OWASP Scan Result for CI Server (Jenkins) of

Non-secure CDP.

Security Support in Continuous Deployment Pipeline

Table 3: Comparison of vulnerabilities found in components of secure and non-secure CDP.

Scan Test

OWASP

ZAP Total

Secure

CDP

Non-secure

CDP

Secure CDP Non-secure

CDP

Secure Non-

secure

Component

Main

Server

3 3 26 42 29 45

CI Server

0 0 113 1428 113 1428

GitHub

105 10781 10886

Figure 9b: ZAP Scan Result for CI Server (Jenkins) of Non-

secure CDP.

Unlike OWASP scan, ZAP scan found around

1428 vulnerabilities of seven types in CI server of

non-secure CDP that is quite a huge number as

compared to 113 found for secure CDP (see Fig – 9b).

In addition to the vulnerabilities found in CI server of

secure CDP, zap found several other serious

vulnerabilities in CI server of non-secure CDP.

These newly identified vulnerabilities are related

to path traversal and application error disclosure. The

path traversal vulnerability is serious because it

allows an attacker to trick the web server and get

unauthorized access to sensitive files. Application

error disclosure may disclose sensitive information,

which can be used to initiate further malicious

attacks. Apart from these serious issues, contrary to a

single vulnerability of password auto-completion in

CI server of secure CDP, ZAP scan found around 129

such vulnerabilities in CI server of non-secure CDP.

5 DISCUSSION

As demonstrated, the proposed security tactics are

implemented in secure CDP and evaluated, both

qualitatively and quantitatively, to find about its

effects. The qualitative analysis genuinely specifies

that secure CDP is more secure than non-secure CDP

because the access to the repository, main server, and

CI server is protected through enhanced

authentication and authorization techniques. The

quantitative findings show that there are

vulnerabilities in both the secure CDP and non-secure

CDP. Since password auto-completion option exists

in web browsers, therefore, the password can be

retrieved for both GitHub and Jenkins, which is a

serious security issue. However, non-secure CDP

contains serious security risks related to accessing

cookies through JavaScript, updating Open SSH and

showing local IP publicly at GitHub. The findings of

the two security scans are summarized in Table – 3.

OWASP scan does not show any difference in the

number of vulnerabilities but the nature of

vulnerabilities found for secure and non-secure CDP

is different. Vulnerabilities found by OWASP scan

both for Main Server and CI Server are of serious

nature and pose a direct threat to the security of CDP

while those found for secure CDP are not so serious

and are easily fixable. The results shown by ZAP test

approves the effectiveness of our devised tactics both

qualitatively and quantitatively. First, the number of

vulnerabilities found in non-secure CDP is greater

than the secure CDP has. Secondly, after

investigation, we found that vulnerabilities identified

in non-secure CDP are more severe and pose a serious

threat to the security of CDP. From the overall results

of the two security scans, it can be established that

secure CDP is far less vulnerable to malicious attacks

as compared to non-secure CDP and so our proposed

security tactics sufficiently improve the security of

our CDP.

The question can be raised whether these five

security tactics affect each other (particularly in a

negative way). An analysis of these tactics in relation

to each other would give us a clear picture. The

repository (GitHub) is isolated from the rest of the

setup, so the control over commit and access rights do

not have any consequences in relation to other four

security tactics. The connection to the main server

(AWS) through private-key over SSH does not have

any negative effects on other security tactics rather it

empowers the security of other components.

Similarly, roles on the main server do not affect any

other security tactic, though, it interferes with private-

key over SSH but these two operate in different

realms. The last two tactics are solely related to

ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering

Jenkins and they do not have any negative

consequences in relation to the effectiveness of other

security tactics. From this analysis, it can be

concluded that devised security tactics can work

together and do not affect each other in any negative

way. Here, it is important to mention that our

evaluation techniques have certain limitations.

Assurance case is merely a framework for structuring

argumentation, which is supported by claims and

quantitative evidence. A deficiency in this technique

is that it requires an iterative and opponent-based

process to develop an adequate analysis. The results

get fully credible only when they can convince our

audiences that software is equipped with a reasonable

level of security. From the security findings and

general information about the scanning tools, it can

be deducted that these tools do not cover security

issues relevant to OS and low-level Java and it is

highly recommendable to identify and address such

issues in order to properly assess the security of CDP.

It is also worth mentioning that for leveraging full

benefits of the devised security tactics, all other

essential security measures should be taken into

account. For example, firewall setting needs to be

correctly setup to help CDP properly utilize

incorporated security tactics.

6 CONCLUSION

Keeping in view the vast amount of security threats

faced by CDP, it is critical to analyse the CDP’s

security for identifying gaps and devising security

strategies to help secure CDP. In this paper, five

security tactics are devised to enhance the security of

three major components (repository, main server and

CI server) of the CDP, which are: (1) controlled

access and commit rights for repository; (2)

controlled access to AWS instance using private-key

over SSH; (3) use of roles on the main server via

leveraging AWS IAM; (4) use of VM plug-in for

ensuring initial clear state of Jenkins; (5) use of roles

on CI server to control access to Jenkins. After

devising these security tactics, two CDPs are

implemented, secure CDP that incorporates proposed

security tactics and non-secure CDP that does not

incorporate three of the proposed security tactics.

The security of both CDPs is evaluated through

qualitative and quantitative methods. The qualitative

analysis shows that secure CDP implemented with

security tactics is more secure than non-secure CDP.

The quantitative analysis also shows a significant

http://www.blackwasp.co.uk/gofpatterns.aspx

improvement in the security level of secure CDP as

evident from the number and nature of vulnerabilities

found in both CDPs through two different scanning

tests.

The results obtained through quantitative analysis

showed some deviation from expected results, which

is due to the fact that these penetration tools are

specialized for assessing the security of web

application. In next step, we plan to develop a

framework for assessing the security of the CDPs. We

also plan to incorporate our proposed security tactics

in a real CDP project and assess their effects on the

security aspect of the CDP. In future research, these

five security tactics will be transformed into five

security patterns by formally describing them

according to the standards set by Gang of Four (GoF)

team.

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ENASE 2017 - 12th International Conference on Evaluation of Novel Approaches to Software Engineering