conftrace_

backdoor attack

385 papers

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Also known as

BA

Co-occurring keywords

adversarial learning (1595) adversarial attack (1621) model security (118) data poisoning (128) neural network (6616) federated learning (1333) adversarial defense (325) poisoning attack (98) large language model (13587) neural network security (46)

Papers

Optimistic Verifiable Training by Controlling Hardware Nondeterminism NIPS 2024
Unelicitable Backdoors via Cryptographic Transformer Circuits NIPS 2024
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases NIPS 2024
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors NAACL 2024
Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models AAAI 2024
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models AAAI 2024
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning NAACL 2024
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL 2024
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect NIPS 2024
Backdoor Attacks on Multilingual Machine Translation NAACL 2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024
COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024
CBD: A Certified Backdoor Detector Based on Local Dominant Probability NIPS 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models NIPS 2023
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking NIPS 2023
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples NIPS 2023
Label Poisoning is All You Need NIPS 2023
Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023
Graph Contrastive Backdoor Attacks ICML 2023
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers ICML 2023
Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023
Orion: Online Backdoor Sample Detection via Evolution Deviance IJCAI 2023
Computation and Data Efficient Backdoor Attacks ICCV 2023