3 citations · 3 across the 2 of their papers we have counts for
9 papers
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
Zhun Wang, Nico Schiller, Hongwei Li +13
AI agents are rapidly gaining capabilities that could significantly reshape cybersecurity, making rigorous evaluation urgent. A critical capability is exploitation: turning a vulne…
Profiling Resilient to Change in Probe Position
Elie Bursztein, Michael Gruber, Karel Král +3
Side Channel Analysis (SCA) relaxes the black-box assumption of conventional cryptanalysis by incorporating physical measurements acquired during cryptographic operations. Electro-…
DROIDCCT: Cryptographic Compliance Test via Trillion-Scale Measurement
Daniel Moghimi, Alexandru-Cosmin Mihai, Borbala Benko +6
We develop DroidCCT, a distributed test framework to evaluate the scale of a wide range of failures/bugs in cryptography for end users. DroidCCT relies on passive analysis of artif…
Evaluating the Robustness of a Production Malware Detection System to Transferable Adversarial Attacks
Milad Nasr, Yanick Fratantonio, Luca Invernizzi +7
As deep learning models become widely deployed as components within larger production systems, their individual shortcomings can create system-level vulnerabilities with real-world…
Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection
Alex Kantchelian, Casper Neo, Ryan Stevens +10
Insiders with privileged access have the power to cause great harm to their organization. Even a single insider threat incident can be catastrophic, resulting in both financial los…
Magika: AI-Powered Content-Type Detection
Yanick Fratantonio, Luca Invernizzi, Loua Farah +9
The task of content-type detection -- which entails identifying the data encoded in an arbitrary byte sequence -- is critical for operating systems, development, reverse engineerin…