Securing ResNet50 against Adversarial Attacks: Evasion and Defense using BIM Algorithm
Author:
Affiliation:
1. Saveetha School of Engineering,Department of Computer Science and Engineering,Chennai,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10142228/10142218/10142251.pdf?arnumber=10142251
Reference19 articles.
1. Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting
2. Stateful detection of black-box adversarial attacks;chen;arXiv [cs CR],2019
3. Decision‐making challenges: Group dynamics and boundary spanning in the CyberStrike game
4. Improving transferability of adversarial examples with powerful affine-shear transformation attack
5. Attack analysis of face recognition authentication systems using Fast Gradient Sign Method;musa;arXiv [cs CV],2022
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1. Fast Gradient Sign Method (FGSM) Variants in White Box Settings: A Comparative Study;2024 International Conference on Inventive Computation Technologies (ICICT);2024-04-24
2. Transferability of Evasion Attacks in Machine Learning Models;2023 Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems (AICERA/ICIS);2023-11-16
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