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2020 – today
- 2024
[c6]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Explainability Guided Adversarial Evasion Attacks on Malware Detectors. ICCCN 2024: 1-9- [c5]Quincy Card, Kshitiz Aryal, Maanak Gupta:
Explainability-Informed Targeted Malware Misclassification. ICCCN 2024: 1-8 - [c4]Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam:
Explainable Deep Learning Models for Dynamic and Online Malware Classification. SMARTCOMP 2024: 182-189 - [i8]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File. CoRR abs/2403.06428 (2024) - [i7]Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam:
Explainable Deep Learning Models for Dynamic and Online Malware Classification. CoRR abs/2404.12473 (2024) - [i6]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Moustafa Saleh:
Explainability Guided Adversarial Evasion Attacks on Malware Detectors. CoRR abs/2405.01728 (2024) - [i5]Quincy Card, Kshitiz Aryal, Maanak Gupta:
Explainability-Informed Targeted Malware Misclassification. CoRR abs/2405.04010 (2024) - [i4]Pradip Kunwar, Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Elisa Bertino:
SoK: Leveraging Transformers for Malware Analysis. CoRR abs/2405.17190 (2024) - 2023
- [j1]Maanak Gupta
, Charankumar Akiri, Kshitiz Aryal, Eli Parker, Lopamudra Praharaj:
From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy. IEEE Access 11: 80218-80245 (2023) - [c3]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Exploiting Windows PE Structure for Adversarial Malware Evasion Attacks. CODASPY 2023: 279-281 - [c2]Elena Becker, Maanak Gupta, Kshitiz Aryal:
Using Machine Learning for Detection and Classification of Cyber Attacks in Edge IoT. EDGE 2023: 400-410 - [i3]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. CoRR abs/2301.01044 (2023) - [i2]Maanak Gupta, Charankumar Akiri, Kshitiz Aryal, Eli Parker, Lopamudra Praharaj:
From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy. CoRR abs/2307.00691 (2023) - 2022
- [c1]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector. IEEE Big Data 2022: 4236-4245 - 2021
- [i1]Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam:
A Survey on Adversarial Attacks for Malware Analysis. CoRR abs/2111.08223 (2021)
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