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FASTEN
Making Dependency Management Intelligent
Amir M. Mir (TU Delft)
@amir_mir93
s.a.m.mir@tudelft.nl
Open Source Software (OSS)
● Open-source libraries as a building block for creating new software
Dependencies
Package Dependency Networks (PDNs)
● Version constraints make these networks more complicated
Recent Failures with PDNs
● Leftpad in 2016
● Equifax data breach in 2017
● Log4j in 2021
Issues with PDNs
● The update problem
● The compliance problem
● The deprecation problem
● The lack of incentive problem
Existing Solutions to the Issues of PDNs
● Services like GitHub, Dependabot
● Problems:
○ No support for assessing updates
○ No help with impact assessment
○ False positives
The Root Cause
Current Solutions
Call Dependency
Networks (CDNs)
The FASTEN Project
● Fine-Grained Analysis of Software Ecosystems as Network
● Aims at solving the issues of PDNs by making package management robust and
intelligent
● A centralized service to host the graphs and serve the analyses
The FASTEN Solution
● More precise license compliance
○ Am I linking to GPL code?
● More precise risk profiling
○ Does this vulnerability affect my package?
● More precise change impact analysis
○ How many packages will I break if I change this function?
○ Can I safely update the dependencies of my package?
● Integration with package managers
Overview of the FASTEN Architecture
Data streams
Package repositories
Vulnerability information
FASTEN server
Call graph generators
Analysis layer
Security Change impact
Compliance Quality and Risk
Storage layer
REST
API
Web
UI
Continuous
Integration
servers
Examples of FASTEN Workflow
Update with confidence
Before FASTEN After FASTEN
Examples of FASTEN Workflow
Deciding to use a library
Before FASTEN After FASTEN
FASTEN Consortium
Questions?
https://www.fasten-project.eu/
https://github.com/fasten-project
https://twitter.com/fastenproject
The FASTEN project has received funding from the European Union’s Horizon 2020 research
and innovation programme under grant agreement No 825328.

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FASTEN presentation at FOSDEM 2022 : Making Dependency Management Intelligent