paperbot · PL 论文追踪

全部论文 待读 收藏

P2 Fighting Supply Chain Attacks with Effect Systems

用效应系统对抗供应链攻击
OOPSLA 10(OOPSLA2)2026匹配度 3/10 · 该论文属于类型/效应系统与软件供应链安全,偏 PL 与安全工程,与用户核心关注的 PL↔AI(Agentic 程序静态分析、LLM 改进静态分析/形式化验证)、浮点程序分析和贝叶斯程序分析无直接交集。仅因涉及效应系统与静态分析/形式化方法有间接关联,故匹配度较低。引用 0 inbox
Magnus Madsen, Andreas Stenbæk Larsen, Jakob Schneider Villumsen, Aslan Askarov
crossref: 2026-10-02

AI 速览

一句话:提出效应安全的包升级与效应感知包管理器,借助效应锁文件阻止供应链攻击。

当今软件大量依赖包,包生态成为供应链攻击的高价值目标,攻击者可劫持包注入恶意代码、窃取敏感信息或造成破坏。本文探索用效应系统对抗此类攻击。效应系统可预测软件组件行为,但语言中的效应系统与包生态之间缺乏实用桥梁。作者提出“效应安全包升级”概念,并设计效应感知包管理器,通过效应锁文件强制执行安全约束;该工作被集成到 Flix 语言及其编译器工具链。评估使用“Backstabbers Knife Collection”恶意软件语料中的 51 个供应链攻击案例,结果显示其中 48 个攻击可能被该包管理器阻止。

问题
包依赖生态中,恶意包劫持与升级可注入恶意代码或窃取信息,现有包管理器难以根据组件行为阻止此类供应链攻击。
方法
引入效应安全包升级概念,利用效应系统预测组件行为,并以效应锁文件在效应感知包管理器中强制执行;在 Flix 语言及编译器工具链中实现该管理器。
评估
使用 Backstabbers Knife Collection 中 51 个真实供应链攻击案例进行案例研究,报告 48 个可被预防。
原文摘要(Abstract)

Today, most software is developed by building on packages, allowing developers to accelerate development. The proliferation of package dependencies creates a target-rich environment for malicious actors to hijack packages to inject malware, steal sensitive information, or cause destruction. Such supply chain attacks constantly threaten package ecosystems such as Cargo, npm, and Maven. In this paper, we explore how to fight against such attacks by leveraging effect systems. While effect systems predict the behavior of software components, there is a practical gap between a programming language with an effect system and a programming language ecosystem that can use such effects to thwart attacks. To close this gap, we introduce a notion of an effect-safe package upgrade and develop an effect-aware package manager that enforces safety through effect lock files. We extend the Flix programming language and its compiler toolchain with an effect-aware package manager. We evaluate the usefulness of the proposed effect-aware package manager with a case study of 51 supply chain attacks from the "Backstabbers Knife Collection" corpus of malware. The study suggests that 48 of these attacks are likely preventable with our proposed effect-aware package manager.

链接与引用

DOI 原文 · PDF(开放获取) ·

BibTeX
@article{paperbot12124,
  title = {Fighting Supply Chain Attacks with Effect Systems},
  author = {Magnus Madsen and Andreas Stenbæk Larsen and Jakob Schneider Villumsen and Aslan Askarov},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {10},
  number = {OOPSLA2},
  year = {2026},
  doi = {10.1145/3839494}
}