Hemant Rathore

68 papers B 7C 15Misc 3Journal 25Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	DNN-GRAD: Exploiting Membership Inference for Adversarial Attacks on Malware Detection Models. CCNC Siddhant Kulkarni, Hemant Rathore
2025	B	`conf`	ExpanQN: Enhancing Android Malware Detection with Dataset Expansion and Adversarial Robustness. IJCNN Kumarakrishna Valeti, Siddhant Kulkarni, Hemant Rathore
2025	—	`conf`	G-GQSA: Exploiting Feature-Based Vulnerabilities and Enhancing Adversarial Resilience in Android Malware Detection. CCNC Advik Raj Basani, Hemant Rathore
2025	—	`conf`	Linear Decision Trees: A Comparative Study with Insights on ReLU Neural Networks. CCNC Nirmal Govindaraj, Kumarakrishna Valeti, Siddhant Kulkarni, Nandan Surani, Hemant Rathore
2024	J	`jnl`	GBKPA and AuxShield: Addressing adversarial robustness and transferability in android malware detection. Digit. Investig. Kumarakrishna Valeti, Hemant Rathore
2023	J	`jnl`	Adversarial superiority in android malware detection: Lessons from reinforcement learning based evasion attacks and defenses. Forensic Sci. Int. Digit. Investig. Hemant Rathore, Adarsh Nandanwar, Sanjay K. Sahay, Mohit Sewak
2023	—	`conf`	Breaking the Anti-malware: EvoAAttack Based on Genetic Algorithm Against Android Malware Detection Systems. ICCS (5) Hemant Rathore, Praneeth B, Sundaraja Sitharama Iyengar, Sanjay K. Sahay
2023	J	`jnl`	Deep Reinforcement Learning in the Advanced Cybersecurity Threat Detection and Protection. Inf. Syst. Frontiers Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2023	—	`conf`	RL-MAGE: Strengthening Malware Detectors Against Smart Adversaries. ICCS (2) Adarsh Nandanwar, Hemant Rathore, Sanjay K. Sahay, Mohit Sewak
2023	J	`jnl`	Towards Adversarially Superior Malware Detection Models: An Adversary Aware Proactive Approach using Adversarial Attacks and Defenses. Inf. Syst. Frontiers Hemant Rathore, Adithya Samavedhi, Sanjay K. Sahay, Mohit Sewak
2022	C	`conf`	Android Malware Detection Based on Static Analysis and Data Mining Techniques: A Systematic Literature Review. BROADNETS Hemant Rathore, Soham Chari, Nishant Verma, Sanjay K. Sahay, Mohit Sewak
2022	J	`jnl`	Are Malware Detection Classifiers Adversarially Vulnerable to Actor-Critic based Evasion Attacks? EAI Endorsed Trans. Scalable Inf. Syst. Hemant Rathore, Sujay C. Sharma, Sanjay K. Sahay, Mohit Sewak
2022	—	`conf`	Are Malware Detection Models Adversarial Robust Against Evasion Attack? INFOCOM Workshops Hemant Rathore, Adithya Samavedhi, Sanjay K. Sahay, Mohit Sewak
2022	C	`conf`	Deep CounterStrike: Counter Adversarial Deep Reinforcement Learning for Defense Against Metamorphic Ransomware Swarm Attack. BROADNETS Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2022	J	`jnl`	Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2022	J	`jnl`	Defending malware detection models against evasion based adversarial attacks. Pattern Recognit. Lett. Hemant Rathore, Animesh Sasan, Sanjay K. Sahay, Mohit Sewak
2022	J	`jnl`	GreenForensics: Deep hybrid edge-cloud detection and forensics system for battery-performance-balance conscious devices. Digit. Investig. Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2022	C	`conf`	MalEfficient10%: A Novel Feature Reduction Approach for Android Malware Detection. BROADNETS Hemant Rathore, Ajay Kharat, Rashmi T, Adithya Manickavasakam, Sanjay K. Sahay, Mohit Sewak
2022	—	`conf`	Malware Analysis and Detection. AIMLSystems Hemant Rathore, Mohit Sewak
2022	J	`jnl`	Neural AutoForensics: Comparing Neural Sample Search and Neural Architecture Search for malware detection and forensics. Digit. Investig. Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2022	—	`conf`	X-Swarm: Adversarial DRL for Metamorphic Malware Swarm Generation. PerCom Workshops Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	J	`jnl`	ADVERSARIALuscator: An Adversarial-DRL Based Obfuscator and Metamorphic Malware SwarmGenerator. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	B	`conf`	ADVERSARIALuscator: An Adversarial-DRL based Obfuscator and Metamorphic Malware Swarm Generator. IJCNN Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	—	`conf`	Adversarial Robustness of Image Based Android Malware Detection Models. SKM Hemant Rathore, Taeeb Bandwala, Sanjay K. Sahay, Mohit Sewak
2021	—	`conf`	Are Android Malware Detection Models Adversarially Robust?: Poster Abstract. IPSN Hemant Rathore, Sanjay K. Sahay, Mohit Sewak
2021	Misc	`conf`	Are CNN based Malware Detection Models Robust?: Developing Superior Models using Adversarial Attack and Defense. SenSys Hemant Rathore, Taeeb Bandwala, Sanjay K. Sahay, Mohit Sewak
2021	C	`conf`	Credit Card Fraud Detection Using K-Means Combined with Supervised Learning. HIS Shreyans Jain, Nishant Verma, Rashid Ahmed, Aman Tayal, Hemant Rathore
2021	J	`jnl`	DRLDO: A novel DRL based De-ObfuscationSystem for Defense against Metamorphic Malware. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	B	`conf`	DRo: A data-scarce mechanism to revolutionize the performance of DL-based Security Systems. LCN Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	J	`jnl`	DRo: A data-scarce mechanism to revolutionize the performance of Deep Learning based Security Systems. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	—	`conf`	Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review. SKM Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	—	`conf`	Designing Adversarial Attack and Defence for Robust Android Malware Detection Models. DSN (Supplements) Hemant Rathore, Sanjay K. Sahay, Jasleen Dhillon, Mohit Sewak
2021	—	`conf`	Designing Adversarial Robust and Explainable Malware Detection System for Android based Smartphones: PhD Forum Abstract. IPSN Hemant Rathore
2021	J	`jnl`	Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering. CoRR Hemant Rathore, Sanjay K. Sahay, Shivin Thukral, Mohit Sewak
2021	C	`conf`	Duplicates in the Drebin Dataset and Reduction in the Accuracy of the Malware Detection Models. APCC Jyotiprakash Mishra, Sanjay K. Sahay, Hemant Rathore, Lokesh Kumar
2021	B	`conf`	Identification of Adversarial Android Intents using Reinforcement Learning. IJCNN Hemant Rathore, Piyush Nikam, Sanjay K. Sahay, Mohit Sewak
2021	J	`jnl`	Identification of Significant Permissions for Efficient Android Malware Detection. CoRR Hemant Rathore, Sanjay K. Sahay, Ritvik Rajvanshi, Mohit Sewak
2021	C	`conf`	Image-based Android Malware Detection Models using Static and Dynamic Features. ISDA Hemant Rathore, B. Raja Narasimhan, Sanjay K. Sahay, Mohit Sewak
2021	C	`conf`	Intrusion Detection System Based on Machine and Deep Learning Models: A Comparative and Exhaustive Study. HIS Hemlatha Pandey, Tejal Lalitkumar Karnavat, Mandadapu Naga Sai Sandilya, Shashwat Katiyar, Hemant Rathore
2021	B	`conf`	LSTM Hyper-Parameter Selection for Malware Detection: Interaction Effects and Hierarchical Selection Approach. IJCNN Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	J	`jnl`	LSTM Hyper-Parameter Selection for Malware Detection: Interaction Effects and Hierarchical Selection Approach. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2021	J	`jnl`	Robust Android Malware Detection System Against Adversarial Attacks Using Q-Learning. Inf. Syst. Frontiers Hemant Rathore, Sanjay K. Sahay, Piyush Nikam, Mohit Sewak
2021	J	`jnl`	Robust Android Malware Detection System against Adversarial Attacks using Q-Learning. CoRR Hemant Rathore, Sanjay K. Sahay, Piyush Nikam, Mohit Sewak
2021	J	`jnl`	Robust Malware Detection Models: Learning from Adversarial Attacks and Defenses. Digit. Investig. Hemant Rathore, Adithya Samavedhi, Sanjay K. Sahay, Mohit Sewak
2021	C	`conf`	Sentiment Analysis of IMDb Movie Reviews: A Comparative Analysis of Feature Selection and Feature Extraction Techniques. HIS Gahina Karak, Shubham Mishra, Arkadyuti Bandyopadhyay, Pavirala Ranga Sai Rohith, Hemant Rathore
2021	—	`conf`	Towards Robust Android Malware Detection Models using Adversarial Learning. PerCom Workshops Hemant Rathore, Sanjay K. Sahay
2020	Misc	`conf`	Adversarial attacks on malware detection models for smartphones using reinforcement learning: PhD forum abstract. SenSys Hemant Rathore
2020	C	`conf`	Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS. TENCON Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	J	`jnl`	Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	J	`jnl`	DOOM: A Novel Adversarial-DRL-Based Op-Code Level Metamorphic Malware Obfuscator for the Enhancement of IDS. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	—	`conf`	DOOM: a novel adversarial-DRL-based op-code level metamorphic malware obfuscator for the enhancement of IDS. UbiComp/ISWC Adjunct Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	B	`conf`	DeepIntent: ImplicitIntent based Android IDS with E2E Deep Learning architecture. PIMRC Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	J	`jnl`	DeepIntent: ImplicitIntent based Android IDS with E2E Deep Learning architecture. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2020	C	`conf`	Detection of Fake News Based on Domain Analysis and Social Network Psychology. HIS Dipayan Deb, Ratti Sai Pavan, Azad Nautiyal, Ameya Phadnis, Hemant Rathore
2020	C	`conf`	Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering. BROADNETS Hemant Rathore, Sanjay K. Sahay, Shivin Thukral, Mohit Sewak
2020	C	`conf`	Emotion Recognition Using Multimodalities. HIS Ajay Kharat, Ashish Patel, Dhruv Bhatt, Nand Parikh, Hemant Rathore
2020	Misc	`conf`	How robust are malware detection models for Android smartphones against adversarial attacks?: poster abstract. SenSys Hemant Rathore, Sanjay K. Sahay, Mohit Sewak
2020	C	`conf`	Identification of Significant Permissions for Efficient Android Malware Detection. BROADNETS Hemant Rathore, Sanjay K. Sahay, Ritvik Rajvanshi, Mohit Sewak
2020	C	`conf`	Movie Recommendation System Addressing Changes in User Preferences with Time. HIS Dhairya Parikh, Dilpreet Kaur, Kajal Parikh, Prakhar Yadav, Hemant Rathore
2020	—	`conf`	Socio-Cellular Network: A Novel Social Assisted Cellular Communication Paradigm. VTC Spring Swati Agarwal, Rahul Thakur, Utkarsh Yadav, Hemant Rathore
2019	J	`jnl`	Android Malicious Application Classification Using Clustering. CoRR Hemant Rathore, Sanjay K. Sahay, Palash Chaturvedi, Mohit Sewak
2019	J	`jnl`	Malware Detection using Machine Learning and Deep Learning. CoRR Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak
2018	B	`conf`	An investigation of a deep learning based malware detection system. ARES Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2018	J	`jnl`	An investigation of a deep learning based malware detection system. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2018	—	`conf`	Android Malicious Application Classification Using Clustering. ISDA (2) Hemant Rathore, Sanjay K. Sahay, Palash Chaturvedi, Mohit Sewak
2018	C	`conf`	Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection. SNPD Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2018	J	`jnl`	Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection. CoRR Mohit Sewak, Sanjay K. Sahay, Hemant Rathore
2018	—	`conf`	Malware Detection Using Machine Learning and Deep Learning. BDA Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak