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Adversarial Attack Detection

The detection of adversarial attacks.

Papers

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Showing 1–10 of 38 papers

Title	Date	Tasks	Status	Hype	Score
Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection	Dec 8, 2021	Adversarial Attack DetectionAdversarial Defense	CodeCode Available	1	5
Maximum Mean Discrepancy Test is Aware of Adversarial Attacks	Oct 22, 2020	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1	5
Towards Feature Space Adversarial Attack	Apr 26, 2020	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1	5
Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?	Dec 2, 2021	Adversarial Attack DetectionAdversarial Robustness	CodeCode Available	1	5
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples	Jul 21, 2023	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1	5
Neural Fingerprints for Adversarial Attack Detection	Nov 7, 2024	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0	5
MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks	Aug 6, 2019	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0	5
Graph-based methods coupled with specific distributional distances for adversarial attack detection	May 31, 2023	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0	5
Detecting Adversarial Examples in Batches -- a geometrical approach	Jun 17, 2022	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0	5
A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection	May 19, 2025	Adversarial Attack DetectionAdversarial Defense	CodeCode Available	0	5

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