2 papers
cs.CV2026
Exposing and Mitigating Temporal Attack in Deepfake Video Detection
Zheyuan Gu, Minghao Shao, Zhen Wang +4
While spatiotemporal deepfake detectors achieve high AUC, our experiments reveal their susceptibility to evasion attacks. These models tend to overfit on fragile temporal spectrum…
cs.LG2025
BEACON: Behavioral Malware Classification with Large Language Model Embeddings and Deep Learning
Wadduwage Shanika Perera, Haodi Jiang
Malware is becoming increasingly complex and widespread, making it essential to develop more effective and timely detection methods. Traditional static analysis often fails to defe…