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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025
Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025
MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025
CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025
Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025
TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025
Compositional Targeted Multi-Label Universal Perturbations CVPR 2025
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers AAAI 2025
Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025
Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems AAAI 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ACL 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025
from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors ACL 2025
People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text ACL 2025
G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025
SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods ACL 2025
M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025
AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025