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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
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples	Jul 21, 2023	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1
Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection	Dec 8, 2021	Adversarial Attack DetectionAdversarial Defense	CodeCode Available	1
Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?	Dec 2, 2021	Adversarial Attack DetectionAdversarial Robustness	CodeCode Available	1
Maximum Mean Discrepancy Test is Aware of Adversarial Attacks	Oct 22, 2020	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1
Towards Feature Space Adversarial Attack	Apr 26, 2020	Adversarial AttackAdversarial Attack Detection	CodeCode Available	1
A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection	May 19, 2025	Adversarial Attack DetectionAdversarial Defense	CodeCode Available	0
Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection	Apr 1, 2025	Adversarial AttackAdversarial Attack Detection	—Unverified	0
ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech	Feb 13, 2025	Adversarial AttackAdversarial Attack Detection	—Unverified	0
Neural Fingerprints for Adversarial Attack Detection	Nov 7, 2024	Adversarial AttackAdversarial Attack Detection	CodeCode Available	0
DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies	Aug 16, 2024	Adversarial AttackAdversarial Attack Detection	—Unverified	0

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