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66 Results
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Poster
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Fri 11:00 |
SuperDeepFool: a new fast and accurate minimal adversarial attack alireza abdollahpour · Mahed Abroshan · Seyed-Mohsen Moosavi-Dezfooli |
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Workshop
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Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data Binghui Li · Yuanzhi Li |
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Workshop
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Advancing NLP Security by Leveraging LLMs as Adversarial Engines Sudarshan Srinivasan · Maria Mahbub · Amir Sadovnik |
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Workshop
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Adversarial Bounding Boxes Generation (ABBG) Attack against Visual Object Trackers Fatemeh Nourilenjan Nokabadi · Jean-Francois Lalonde · Christian Gagné |
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Workshop
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On Adversarial Robustness of Language Models in Transfer Learning Bohdan Turbal · Anastasiia Mazur · Jiaxu Zhao · Mykola Pechenizkiy |
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Workshop
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Dissecting Adversarial Robustness of Multimodal LM Agents Chen Wu · Rishi Shah · Jing Yu Koh · Ruslan Salakhutdinov · Daniel Fried · Aditi Raghunathan |
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Workshop
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Dissecting Adversarial Robustness of Multimodal LM Agents Chen Wu · Rishi Shah · Jing Yu Koh · Ruslan Salakhutdinov · Daniel Fried · Aditi Raghunathan |
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Poster
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Thu 16:30 |
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning Xu Yang · Chen Liu · Ying Wei |
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Workshop
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TrackPGD: Efficient Adversarial Attack using Object Binary Masks against Robust Transformer Trackers Fatemeh Nourilenjan Nokabadi · Yann Pequignot · Jean-Francois Lalonde · Christian Gagné |
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Poster
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Thu 11:00 |
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain Fengpeng Li · Kemou Li · Haiwei Wu · Jinyu Tian · Jiantao Zhou |
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Poster
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Thu 11:00 |
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms Oryan Yehezkel · Alon Zolfi · Amit Baras · Yuval Elovici · Asaf Shabtai |
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Poster
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Wed 16:30 |
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation Kaike Zhang · Qi Cao · Yunfan Wu · Fei Sun · Huawei Shen · Xueqi Cheng |