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

Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models ACL 2026
SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026
Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening WACV 2026
MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems AAAI 2026
PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models AAAI 2026
UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks WACV 2026
Modulation-Based Backdoors: Leveraging Amplitude and Frequency Patterns to Attack Speaker Recognition AAAI 2026
Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026
Clean-Label Physical Backdoor Attacks with Data Distillation AAAI 2026
Dormant Backdoor: Weaponizing Model Finetuning for Feasible Backdoor Attacks Against Pretrained Models AAAI 2026
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models AAAI 2026
DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew AAAI 2026
REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature AAAI 2026
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025
TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models EMNLP 2025
Exploring Backdoor Vulnerabilities of Chat Models COLING 2025
DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors EMNLP 2025
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining COLING 2025
MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025
Adversarial-Inspired Backdoor Defense via Bridging Backdoor and Adversarial Attacks AAAI 2025
When Visual State Space Model Meets Backdoor Attacks WACV 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025
Invisible Backdoor Attack against Self-supervised Learning CVPR 2025
Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025
HoneypotNet: Backdoor Attacks Against Model Extraction AAAI 2025