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Maksym Andriushchenko

Maksym Andriushchenko has 3 papers in our library, in 2024, most of them on Language models & pretraining, Bias, fairness & safety, Evaluation & benchmarks; often with Francesco Croce, Nicolas Flammarion, Alexander Robey.

3 papers in our library · 2024

OpenAlex · h-index 15 · 36 works · 2,340 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 366 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4353

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🔬ELLIS Institute TübingenTübingen · Germany2026 · 2 paperscurrent🔬Max Planck Institute for BiologyTübingen · Germany2026 · 2 paperscurrent🔬Max Planck Institute for Intelligent SystemsStuttgart · Germany2026 · 2 paperscurrent🎓Tübingen AI CenterTübingen · Germany2026 · 1 papercurrent🎓École Polytechnique Fédérale de LausanneLausanne · Switzerland2020–2025 · 17 papers🎓Saarland UniversitySaarbrücken · Germany2018–2019 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 work

🧭 Topics 3Research subjects and languages the work is about.Bias, fairness & safety · 2 worksLanguage models & pretraining · 2 worksEvaluation & benchmarks · 1 work

 Works by year

2020s

20243 papers

 Papers

The most cited first (OpenAlex and our library).

  1. 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…
  2. 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.
  3. Improving Alignment and Robustness with Circuit Breakers (2024 · 83 citations)
    Language models trained to refuse harmful requests can still be jailbroken. Adversarial training usually protects only against attacks seen during training, and it reduces capability. Zou et al. propose "circuit breakers," which change the model's internal representations instead of patching individual attack routes.…

All works

4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMatthias Hein, Maksym Andriushchenko, Julian Bitterwolf2019 · 438 citations
  2. 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
  3. Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive AttacksarXiv:2404.02151Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion2024 · 118 citations
  4. Improving Alignment and Robustness with Circuit BreakersConference on Neural Information Processing Systems (NeurIPS)Andy Zou, Long Phan, Justin Wang, et al.2024 · 83 citations

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 366 times (of the 149,439 papers whose bibliographies we read); 80 citing papers with a page here →.

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