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adversarial input

18 papers

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adversarial learning (1595) large language model (13587) adversarial attack (1621) model robustness (480) proxy model (14) neural network (6616) adversarial example (564) deep neural network (1803) adversarial training (1262) mlp weight transformation (1)

Papers

Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025
Automating Steering for Safe Multimodal Large Language Models EMNLP 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
AIA: Autoregression-Based Injection Attacks Against Text2SQL Models AAAI 2025
Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models NAACL 2025
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NIPS 2024
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees AAAI 2024
Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI 2024
Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive Inputs AAAI 2023
Fully Dynamic Online Selection through Online Contention Resolution Schemes AAAI 2023
i-Algebra: Towards Interactive Interpretability of Deep Neural Networks AAAI 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization NIPS 2021
Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021
Robust Neural Machine Translation with Doubly Adversarial Inputs ACL 2019
Development of Robust Automated Scoring Models Using Adversarial Input for Oral Proficiency Assessment INTERSPEECH 2019
Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input NAACL 2018