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Jiliang Li

2 accepted papers

2025

BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems

NeurIPS 2025poster

AI agents have the potential to significantly alter the cybersecurity landscape. Here, we introduce the first framework to capture offensive and defensive cyber-capabilities in evolving real-world systems. Instantiating this framework with BountyBench, we set up 25 systems with complex, real-world c…

Cited by 0SourceScholar
2024

Multi-Attention Enhanced Discriminator for GAN-Based Anomalous Sound Detection

ICASSP 2024accepted

Generative adversarial networks (GAN) have been regarded as promising for anomalous sound detection (ASD) by training an unsupervised one-class classifier to pick out the anomalous sample. Existing GAN-based anomaly detection models usually focus on the generator to reduce the reconstruction error.…

Cited by 0SourceScholar