1 code implementation • 17 Oct 2023 • Andreas Happe, Aaron Kaplan, Jürgen Cito
We explore the intersection of LLMs and penetration testing to gain insight into their capabilities and challenges in the context of privilege escalation.
1 code implementation • 24 Jul 2023 • Andreas Happe, Jürgen Cito
The field of software security testing, more specifically penetration testing, is an activity that requires high levels of expertise and involves many manual testing and analysis steps.
no code implementations • 8 Aug 2022 • Moritz Beller, Hongyu Li, Vivek Nair, Vijayaraghavan Murali, Imad Ahmad, Jürgen Cito, Drew Carlson, Ari Aye, Wes Dyer
Catching and attributing code change-induced performance regressions in production is hard; predicting them beforehand, even harder.
no code implementations • 10 Nov 2021 • Jürgen Cito, Isil Dillig, Vijayaraghavan Murali, Satish Chandra
We integrate counterfactual explanation generation to models of source code in a real-world setting.
3 code implementations • 14 Dec 2020 • Micah J. Smith, Jürgen Cito, Kelvin Lu, Kalyan Veeramachaneni
While the open-source software development model has led to successful large-scale collaborations in building software systems, data science projects are frequently developed by individuals or small teams.