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Adil Ahmad

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

341

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Guarding the Gates: A Comprehensive Survey of Backdoor Attacks on Neural Networks

Number of pages: 46 Posted: 25 Sep 2024
National University of Computer and Emerging Sciences (NUCES or FAST-NU), affiliation not provided to SSRN, Institute of Management Sciences, National University of Computer & Emerging Sciences and affiliation not provided to SSRN
Downloads 124 (580,653)
Citation 1

Abstract:

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Backdoor attacks, Backdoor detection, Backdoor mitigation, Cyber security, Natural language processing (NLP), Graph neural network (GNN), Voice recognition system, Internet of Things (IoT) system.

2.

Graphguard: An Adaptive Approach for Restoring Accuracy in Backdoor-Compromised Gnns

Number of pages: 14 Posted: 11 Jan 2025
affiliation not provided to SSRN, National University of Computer and Emerging Sciences (NUCES or FAST-NU), King Saud University and Institute of Management Sciences
Downloads 81 (796,622)

Abstract:

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Backdoor Attacks, Graph Neural Networks, Accuracy Restoration, Model Resilience

3.

Towards Secure Ai: Detection and Mitigation of Backdoor Attacks

Number of pages: 31 Posted: 21 May 2025
affiliation not provided to SSRN, National University of Computer and Emerging Sciences (NUCES or FAST-NU), King Saud University and Northeastern University (USA)
Downloads 73 (852,604)

Abstract:

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Backdoor attacks, AI Security, Machine learning vulnerabilities, Model poisoning, Threat detection in AI, Generative AI security

4.

Gnn-Dtbd: Gnn-Driven Dynamic Threshold Backdoor Detection

Number of pages: 16 Posted: 26 Aug 2025
affiliation not provided to SSRN, National University of Computer and Emerging Sciences (NUCES or FAST-NU), FAST National University of Computer and Emerging Sciences and affiliation not provided to SSRN
Downloads 63 (942,565)

Abstract:

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Backdoor detection, Activation clustering, Cybersecurity, Graph Neural Network, Neural Networks