WE5.L7.2
UNMASKING BACKDOORS: GENERATIVE ANOMALY DETECTION FOR VLM POISON SAMPLES AND TRIGGER CHARACTERIZATION
Pooja Bandal, Anshul Verma, SGS & Co, Canada
Session:
WE5.L7: Poison Sample Detection and Trigger Retrieval in Multimodal VQA Models Lecture
Track:
Challenge Sessions
Location:
Dena'ina: Tubughnenq 5
Presentation Time:
Wed, 17 Sep, 16:30 - 18:00 Anchorage Time (UTC -8)
Session Chair:
Ajmal Mian, University of Western Australia
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Session WE5.L7
WE5.L7.1: TWINSHIELD: A DUAL-PHASE SYSTEM FOR DETECTING AND EXTRACTING BACKDOORS IN VLMS
Malavika Nithyanand, Vikalp Srivastava, Shivam Vyas, Tushar Shankar Shinde, IIT Madras Zanzibar, Tanzania
WE5.L7.2: UNMASKING BACKDOORS: GENERATIVE ANOMALY DETECTION FOR VLM POISON SAMPLES AND TRIGGER CHARACTERIZATION
Pooja Bandal, Anshul Verma, SGS & Co, Canada
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