Search All 2022 Events
 

11 Results

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Poster
Wed 9:00 Provable Defense against Backdoor Policies in Reinforcement Learning
Shubham Bharti · Xuezhou Zhang · Adish Singla · Jerry Zhu
Workshop
On the Vulnerability of Backdoor Defenses for Federated Learning
Pei Fang · Jinghui Chen
Poster
Wed 9:00 One-shot Neural Backdoor Erasing via Adversarial Weight Masking
Shuwen Chai · Jinghui Chen
Poster
BadPrompt: Backdoor Attacks on Continuous Prompts
Xiangrui Cai · Haidong Xu · Sihan Xu · Ying ZHANG · Yuan xiaojie
Poster
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
Ganqu Cui · Lifan Yuan · Bingxiang He · Yangyi Chen · Zhiyuan Liu · Maosong Sun
Workshop
Mitigating input-causing confounding in multimodal learning via the backdoor adjustment
Taro Makino · Krzysztof Geras · Kyunghyun Cho
Poster
Thu 14:00 Pre-activation Distributions Expose Backdoor Neurons
Runkai Zheng · Rongjun Tang · Jianze Li · Li Liu
Poster
Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples
Weixin Chen · Baoyuan Wu · Haoqian Wang
Workshop
Trusted Aggregation (TAG): Model Filtering Backdoor Defense In Federated Learning
Joseph Lavond · Minhao Cheng · Yao Li
Poster
Wed 14:00 Finding Naturally Occurring Physical Backdoors in Image Datasets
Emily Wenger · Roma Bhattacharjee · Arjun Nitin Bhagoji · Josephine Passananti · Emilio Andere · Heather Zheng · Ben Zhao
Poster
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning
Baoyuan Wu · Hongrui Chen · Mingda Zhang · Zihao Zhu · Shaokui Wei · Danni Yuan · Chao Shen