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Michael Backes

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SoK: Data Reconstruction Attacks Against Machine Learning Models...USENIX Security '252025-08-13
Provides a formal definition and taxonomy for vision-domain data reconstruction, plus a benchmark that evaluates 10 attacks on models trained with 100–20,000…
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Do You Even Lift? Strengthening Compiler Security Guarantees Against Spectre AttacksPOPL 20252025-01-19
Paper introduces a lifting framework that upgrades compiler guarantees proved for weaker speculative semantics to stronger ones without redoing full secure…
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Lifting Compiler Security Properties to Stronger Attackers: the Speculation Cas...PriSC 20242024-01-20
A formal framework proves when a compiler countermeasure for Spectre-style leaks preserves security against stronger attacker models by modelling speculative…
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Secure Composition of SPECTRE MitigationsPriSC 20242024-01-20
Formal framework proves when compiler passes that add Spectre mitigations compose safely and when they do not, using robust preservation and a cross-language…
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Industrial practitioners' mental models of adversarial machine learningSOUPS 20222022-08-07
Qualitative study of 15 interviews with European startup practitioners in 2020 uses semi-structured interviews plus a whiteboard drawing task and thematic…
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Studying the Impact of Managers on Password Strength and ReuseUSENIX Security '182018-08-15
Large-scale study combines 476 survey participants with 170 browser-plugin users to measure real passwords (average 10 accounts, 6 distinct passwords)…
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How the Web Tangled Itself26th USENIX Security Symposium (USENIX Security '17)2017-08-16
Analysis of Internet Archive snapshots (1997–2016) inspects 659,710 documents, 1.4M frames, 5M scripts and 21M HTTP headers to track client-side security…
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What Cannot Be Read, Cannot Be Leveraged? Revisiting Assumptions of JIT-ROP...USENIX Security '162016-08-10
Demonstrates that JIT-ROP does not need readable code: a JIT compiler is coerced to emit arbitrary three-byte gadgets by controlling displacement fields in…
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Hey, You Have a Problem: On the Feasibility of Large-Scale Web VulnerabilityUSENIX Security '162016-08-10
Study scans the Alexa top million and finds 44,000 vulnerable domains (WordPress and site-specific DOM XSS), splits them into five groups, and sends targeted…
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On Demystifying the Android Application Framework: Re-Visiting Android...USENIX Security '162016-08-10
A static-analysis pipeline builds a runtime model of Android’s framework, enumerates binder entry points, and models handler/channel/state-machine concurrency…
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Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression ProfilesUSENIX Security '162016-08-10
Paper shows blood-based miRNA profiles are linkable over time: an identification attack reaches ~76% success on blood (≈30% plasma), while a global matching…
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