Francesco Croce
Francesco Croce has 2 papers in our library, in 2024, most of them on Language models & pretraining, Evaluation & benchmarks, Bias, fairness & safety; often with Maksym Andriushchenko, Nicolas Flammarion, Alexander Robey.
OpenAlex · h-index 13 · 45 works · 2,277 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 293 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4887
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 workBias, fairness & safety · 1 work
Works by year
2020s
Papers
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models (2024 · 277 citations)
Research on jailbreaking LLMs has been hard to compare. Studies use different definitions of a successful attack and count costs and success rates differently. Many also keep their adversarial prompts private, release no code, or depend on proprietary APIs that change over time. JailbreakBench (NeurIPS 2024, Datasets… - Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks (2024 · 118 citations)
The paper asks whether today's safety-aligned LLMs can withstand jailbreaks that are tailored to each target model rather than applied uniformly.
All works
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Patrick Chao, Edoardo Debenedetti, Alexander Robey, et al.2024 · 277 citations
- Sparse and Imperceivable Adversarial Attacks ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetFrancesco Croce, Matthias Hein2019 · 191 citations
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive AttacksarXiv:2404.02151Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion2024 · 118 citations
Co-authors here
- Maksym Andriushchenko ×2
- Nicolas Flammarion ×2
- Alexander Robey
- Edgar Dobriban
- Eric Wong
- Florian Tramer
- George J. Pappas
- Hamed Hassani
- Patrick Chao
Venues
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
- IEEE/CVF International Conference on Computer Vision (ICCV)
Cited by
Updated
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