Search Results - "Aryal, Kshitiz"

From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy by Gupta, Maanak, Akiri, CharanKumar, Aryal, Kshitiz, Parker, Eli, Praharaj, Lopamudra

“…Undoubtedly, the evolution of Generative AI (GenAI) models has been the highlight of digital transformation in the year 2022. As the different GenAI models…”
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Explainability-Informed Targeted Malware Misclassification by Card, Quincy, Aryal, Kshitiz, Gupta, Maanak

“…In recent years, there has been a surge in malware attacks across critical infrastructures, requiring further research and development of appropriate response…”
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Explainability Guided Adversarial Evasion Attacks on Malware Detectors by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud, Saleh, Moustafa

“…As the focus on security of Artificial Intelligence (AI) is becoming paramount, research on crafting and inserting optimal adversarial perturbations has become…”
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Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud

“…With the increase in machine learning (ML) applications in different domains, incentives for deceiving these models have reached more than ever. As data is the…”
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Explainability-Informed Targeted Malware Misclassification by Card, Quincy, Aryal, Kshitiz, Gupta, Maanak

“…In recent years, there has been a surge in malware attacks across critical infrastructures, requiring further research and development of appropriate response…”
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Using Machine Learning for Detection and Classification of Cyber Attacks in Edge IoT by Becker, Elena, Gupta, Maanak, Aryal, Kshitiz

“…Internet of Things (IoT) devices are omnipresent due to their ease of use and level of connectivity. Because of wide deployment, IoT network traffic security…”
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Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware Detector by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud

“…With the increase in machine learning (ML) applications in different domains, incentives for deceiving these models have reached more than ever. As data is the…”
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SoK: Leveraging Transformers for Malware Analysis by Kunwar, Pradip, Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud, Bertino, Elisa

“…The introduction of transformers has been an important breakthrough for AI research and application as transformers are the foundation behind Generative AI. A…”
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Explainability Guided Adversarial Evasion Attacks on Malware Detectors by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud, Saleh, Moustafa

“…As the focus on security of Artificial Intelligence (AI) is becoming paramount, research on crafting and inserting optimal adversarial perturbations has become…”
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Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud, Saleh, Moustafa

“…Windows malware is predominantly available in cyberspace and is a prime target for deliberate adversarial evasion attacks. Although researchers have…”
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A Survey on Adversarial Attacks for Malware Analysis by Aryal, Kshitiz, Gupta, Maanak, Abdelsalam, Mahmoud

“…Machine learning has witnessed tremendous growth in its adoption and advancement in the last decade. The evolution of machine learning from traditional…”
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From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy by Gupta, Maanak, Akiri, CharanKumar, Aryal, Kshitiz, Parker, Eli, Praharaj, Lopamudra

“…Undoubtedly, the evolution of Generative AI (GenAI) models has been the highlight of digital transformation in the year 2022. As the different GenAI models…”
Get full text

Explainable Deep Learning Models for Dynamic and Online Malware Classification by Card, Quincy, Simpson, Daniel, Aryal, Kshitiz, Gupta, Maanak, Islam, Sheikh Rabiul

“…In recent years, there has been a significant surge in malware attacks, necessitating more advanced preventive measures and remedial strategies. While several…”
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Explainable Deep Learning Models for Dynamic and Online Malware Classification by Card, Quincy, Simpson, Daniel, Aryal, Kshitiz, Gupta, Maanak, Islam, Sheikh Rabiul

“…In recent years, there has been a significant surge in malware attacks, necessitating more advanced preventive measures and remedial strategies. While several…”
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From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy by Gupta, Maanak, Akiri, Charankumar, Aryal, Kshitiz, Parker, Eli, Praharaj, Lopamudra

“…Undoubtedly, the evolution of Generative AI (GenAI) models has been the highlight of digital transformation in the year 2022. As the different GenAI models…”
Get full text