Two detectors achieve near-perfect accuracy detecting PANDA-style adversarial attacks on autoencoder NIDS using image-space error localization and packet-feature consistency checks on IoT traffic.
arXiv:2409.18736 [cs.CR] https://arxiv.org/abs/ 2409.18736
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Detecting Adversarial Evasion Attacks Against Autoencoder-Based Network Intrusion Detection Systems
Two detectors achieve near-perfect accuracy detecting PANDA-style adversarial attacks on autoencoder NIDS using image-space error localization and packet-feature consistency checks on IoT traffic.