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2020 – today
- 2025
[j11]Ali A. Allami
, Tyler Nicewarner, Ken Goss, Ashish Kundu, Wei Jiang, Dan Lin:
Oblivious and distributed firewall policies for securing firewalls from malicious attacks. Comput. Secur. 150: 104201 (2025)- [c56]Shuya Feng, Meisam Mohammady, Hanbin Hong, Shenao Yan, Ashish Kundu, Binghui Wang, Yuan Hong:
Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence. CODASPY 2025: 60-71 - [c55]Hyunwoo Lee, Charalampos Katsis, Alireza Lotfi, Taejun Choi, Soeun Kim, Ashish Kundu, Elisa Bertino:
IoTDSCreator: A Framework to Create Labeled Datasets for IoT Intrusion Detection Systems. CODASPY 2025: 413-418 - [c54]Mian Yang, Vijayalakshmi Atluri, Shamik Sural, Ashish Kundu:
Automated Privacy Policy Analysis Using Large Language Models. DBSec 2025: 23-43 - [c53]Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino:
Revisiting Concept Drift in Windows Malware Detection: Adaptation to Real Drifted Malware with Minimal Samples. NDSS 2025 - [c52]Ruishi Li, Bo Wang, Tianyu Li, Prateek Saxena, Ashish Kundu:
Translating C To Rust: Lessons from a User Study. NDSS 2025 - [c51]Mian Yang, Vijayalakshmi Atluri, Shamik Sural, Ashish Kundu:
Extraction of Machine Enforceable ABAC Policies from Natural Language Text using LLM Knowledge Distillation. SACMAT 2025: 157-168 - [i37]Aditya Patwardhan, Vivek Vaidya, Ashish Kundu:
Automated Consistency Analysis of LLMs. CoRR abs/2502.07036 (2025) - [i36]Pratik Sonune, Ritwik Rai, Shamik Sural, Vijayalakshmi Atluri, Ashish Kundu:
LMN: A Tool for Generating Machine Enforceable Policies from Natural Language Access Control Rules using LLMs. CoRR abs/2502.12460 (2025) - [i35]Christian Rondanini, Barbara Carminati, Elena Ferrari, Antonio Gaudiano, Ashish Kundu:
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation. CoRR abs/2503.04302 (2025) - [i34]Arun Iyengar, Ashish Kundu, Ramana Kompella, Sai Nandan Mamidi:
A Generative Caching System for Large Language Models. CoRR abs/2503.17603 (2025) - [i33]Tushin Mallick, Ramana Kompella, Ashish Kundu, Cristina Nita-Rotaru:
Fingerprinting Implementations of Cryptographic Primitives and Protocols that Use Post-Quantum Algorithms. CoRR abs/2503.17830 (2025) - [i32]Fangqiao Tian, An Luo, Jin Du, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Rui Zhang, Zirui Liu, Mingyi Hong, Jie Ding:
An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems. CoRR abs/2505.18397 (2025) - [i31]Nasir Hussain, Haohan Chen, Chanh Tran, Philip Huang, Zhuohao Li, Pravir Chugh, William Chen, Ashish Kundu, Yuan Tian:
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries. CoRR abs/2505.22010 (2025) - [i30]Vivek Vaidya, Aditya Patwardhan, Ashish Kundu:
How Good LLM-Generated Password Policies Are? CoRR abs/2506.08320 (2025) - [i29]Liou Tang, James Joshi, Ashish Kundu:
Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine Unlearning. CoRR abs/2506.09923 (2025) - [i28]Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li:
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks. CoRR abs/2506.10424 (2025) - [i27]An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding:
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. CoRR abs/2506.13992 (2025) - [i26]Tejas Sharma, Ashish Kundu:
Security of Operations on Random Numbers: A Review. IACR Cryptol. ePrint Arch. 2025: 1038 (2025) - 2024
- [j10]Mengdie Huang, Hyunwoo Lee, Ashish Kundu, Xiaofeng Chen, Anand Mudgerikar, Ninghui Li, Elisa Bertino:
ARIoTEDef: Adversarially Robust IoT Early Defense System Based on Self-Evolution against Multi-step Attacks. ACM Trans. Internet Things 5(3): 15:1-15:34 (2024) - [c50]Somin Song, Ashish Kundu, Byungchul Tak:
POSTER: Seccomp profiling with Dynamic Analysis via ChatGPT-assisted Test Code Generation. AsiaCCS 2024 - [c49]Charalampos Katsis, Xin Jin, Fan Sang, Jiahao Sun, Elisa Bertino, Ramana Rao Kompella, Ashish Kundu:
Graphene: Towards Data-driven Holistic Security Posture Analysis using AI-generated Attack Graphs. CIC 2024: 9-18 - [c48]Mirza Masfiqur Rahman, Ashish Kundu, Elisa Bertino:
Poster: Benchmarking of Code Generative LLMs. ICDCS 2024: 1448-1449 - [c47]Renascence Tarafder Prapty, Ashish Kundu, Arun Iyengar:
Poster: CrystalBall - Attack Graphs Using Large Language Models and RAGs. ICDCS 2024: 1450-1451 - [c46]Aditya Nangia, Saksham Bhupal, Kushagra Mittal, Mukesh K. Mohania, Ashish Kundu:
Poster: Secure Data Sharing with Decentralised Data Ring Fencing. ICDCS 2024: 1456-1457 - [c45]Shufan Zhang, Xi He, Ashish Kundu, Sharad Mehrotra, Shantanu Sharma:
Secure Normal Form: Mediation Among Cross Cryptographic Leakages in Encrypted Databases. ICDE 2024: 5560-5573 - [c44]Ganghua Wang, Xun Xian, Ashish Kundu, Jayanth Srinivasa, Xuan Bi, Mingyi Hong, Jie Ding:
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. ICLR 2024 - [c43]Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding:
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees. NeurIPS 2024 - [c42]Ashish Kundu:
AI/ML, Graphs and Access Control: Towards Holistic Identity and Access Management. SACMAT 2024 - [c41]Ruizhi Cheng, Yuetong Wu, Ashish Kundu, Hugo Latapie, Myungjin Lee, Songqing Chen, Bo Han:
MetaFL: Privacy-preserving User Authentication in Virtual Reality with Federated Learning. SenSys 2024: 54-67 - [c40]Christian Rondanini, Barbara Carminati, Elena Ferrari, Ashish Kundu, Akshay Jajoo:
Large Language Models to Enhance Malware Detection in Edge Computing. TPS-ISA 2024: 1-10 - [c39]Aditya Patwardhan, Vivek Vaidya, Ashish Kundu:
Automated Consistency Analysis of LLMs. TPS-ISA 2024: 118-127 - [i25]Kausik Lakkaraju, Vedant Khandelwal, Biplav Srivastava, Forest Agostinelli, Hengtao Tang, Prathamjeet Singh, Dezhi Wu, Matthew Irvin, Ashish Kundu:
Trust and ethical considerations in a multi-modal, explainable AI-driven chatbot tutoring system: The case of collaboratively solving Rubik's Cube. CoRR abs/2402.01760 (2024) - [i24]Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino:
Transfer Learning for Security: Challenges and Future Directions. CoRR abs/2403.00935 (2024) - [i23]Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding:
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees. CoRR abs/2403.18774 (2024) - [i22]Qin Yang, Meisam Mohammady, Han Wang, Ali Payani, Ashish Kundu, Kai Shu, Yan Yan, Yuan Hong:
LMO-DP: Optimizing the Randomization Mechanism for Differentially Private Fine-Tuning (Large) Language Models. CoRR abs/2405.18776 (2024) - [i21]Mirza Masfiqur Rahman, Ashish Kundu:
Code Hallucination. CoRR abs/2407.04831 (2024) - [i20]Adrian Shuai Li, Arun Iyengar, Ashish Kundu, Elisa Bertino:
Improving Malware Detection with Adversarial Domain Adaptation and Control Flow Graphs. CoRR abs/2407.13918 (2024) - [i19]Shuya Feng, Meisam Mohammady, Hanbin Hong, Shenao Yan, Ashish Kundu, Binghui Wang, Yuan Hong:
Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence. CoRR abs/2407.14710 (2024) - [i18]Renascence Tarafder Prapty, Ashish Kundu, Arun Iyengar:
Using Retriever Augmented Large Language Models for Attack Graph Generation. CoRR abs/2408.05855 (2024) - [i17]Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding:
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains. CoRR abs/2409.17275 (2024) - [i16]Zhengxian He, Ashish Kundu, Mustaque Ahamad:
Evaluating Synthetic Command Attacks on Smart Voice Assistants. CoRR abs/2411.08316 (2024) - [i15]Ruishi Li, Bo Wang, Tianyu Li, Prateek Saxena, Ashish Kundu:
Translating C To Rust: Lessons from a User Study. CoRR abs/2411.14174 (2024) - 2023
- [c38]Elisa Bertino, Hyunwoo Lee, Mengdie Huang, Charalampos Katsis, Zilin Shen, Bruno Ribeiro, Daniel De Mello, Ashish Kundu:
A Pro-Active Defense Framework for IoT Systems. CIC 2023: 125-132 - [c37]Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding:
Understanding Backdoor Attacks through the Adaptability Hypothesis. ICML 2023: 37952-37976 - [c36]Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding:
A Unified Detection Framework for Inference-Stage Backdoor Defenses. NeurIPS 2023 - [c35]Yuchen Zhang, Ashish Kundu, Georgios Portokalidis, Jun Xu:
On the Dual Nature of Necessity in Use of Rust Unsafe Code. ESEC/SIGSOFT FSE 2023: 2032-2037 - [c34]Arun Iyengar, Ashish Kundu:
Large Language Models and Computer Security. TPS-ISA 2023: 307-313 - [i14]Biplav Srivastava, Kausik Lakkaraju, Tarmo Koppel, Vignesh Narayanan, Ashish Kundu, Sachindra Joshi:
Evaluating Chatbots to Promote Users' Trust - Practices and Open Problems. CoRR abs/2309.05680 (2023) - [i13]Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding:
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective. CoRR abs/2310.10780 (2023) - [i12]Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Elisa Bertino, Ramana Rao Kompella, Ashish Kundu:
Prometheus: Infrastructure Security Posture Analysis with AI-generated Attack Graphs. CoRR abs/2312.13119 (2023) - 2022
- [c33]Kshitij Gulati, Gaurav Verma, Mukesh K. Mohania, Ashish Kundu:
BeautifAI - Personalised Occasion-based Makeup Recommendation. ACML 2022: 407-419 - [c32]Hyunwoo Lee, Anand Mudgerikar, Ashish Kundu, Ninghui Li, Elisa Bertino:
An Infection-Identifying and Self-Evolving System for IoT Early Defense from Multi-Step Attacks. ESORICS (2) 2022: 549-568 - [i11]Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Ashish Kundu, Ramana Kompella:
Edge Security: Challenges and Issues. CoRR abs/2206.07164 (2022) - 2021
- [c31]Ashish Kundu, Arun Ayachitula, Nagamani Sistla:
Similarities and Learnings from Ancient Literature on Blockchain Consensus and Integrity. TPS-ISA 2021: 303-306 - [c30]Ashish Kundu, Abhishek Reddypalle, Chinmay Kundu:
AI-Driven Selective Protection of Multimedia Data. TPS-ISA 2021: 307-313 - 2020
- [c29]Ashish Kundu, Zhiqiang Lin, Joshua Hammond:
Energy Attacks on Mobile Devices. TPS-ISA 2020: 107-117 - [c28]Qi Zhang, Zehra Sura, Ashish Kundu, Gong Su, Arun Iyengar, Ling Liu:
StackVault: Protection from Untrusted Functions. TPS-ISA 2020: 294-306 - [i10]Ashish Kundu, Arun Ayachitula, Nagamani Sistla:
Similarities and Learnings from Ancient Literature on Blockchain Consensus and Integrity. CoRR abs/2006.04487 (2020)
2010 – 2019
- 2019
- [j9]Elisa Bertino, Ashish Kundu, Zehra Sura:
Data Transparency with Blockchain and AI Ethics. ACM J. Data Inf. Qual. 11(4): 16:1-16:8 (2019) - [c27]Josh Payne, Karan K. Budhraja, Ashish Kundu:
How Secure Is Your IoT Network? ICIOT 2019: 181-188 - [c26]Josh Payne, Ashish Kundu:
Towards Deep Federated Defenses Against Malware in Cloud Ecosystems. TPS-ISA 2019: 92-100 - [c25]Abhishek Malvankar, Josh Payne, Karan K. Budhraja, Ashish Kundu, Suresh Chari, Mukesh K. Mohania:
Malware Containment in Cloud. TPS-ISA 2019: 221-227 - [c24]Hasini Gunasinghe, Ashish Kundu, Elisa Bertino, Hugo Krawczyk, Suresh Chari, Kapil Singh, Dong Su:
PrivIdEx: Privacy Preserving and Secure Exchange of Digital Identity Assets. WWW 2019: 594-604 - [i9]Qi Zhang, Zehra Sura, Ashish Kundu, Gong Su, Arun Iyengar, Ling Liu:
StackVault: Protection from Untrusted Functions. CoRR abs/1907.03710 (2019) - [i8]Mustafa Canim, Ashish Kundu, Josh Payne:
Uncheatable Machine Learning Inference. CoRR abs/1908.03270 (2019) - [i7]Josh Payne, Ashish Kundu:
Towards Deep Federated Defenses Against Malware in Cloud Ecosystems. CoRR abs/1912.12370 (2019) - [i6]Josh Payne, Karan K. Budhraja, Ashish Kundu:
How Secure Is Your IoT Network? CoRR abs/1912.12373 (2019) - 2018
- [j8]Arun Iyengar, Ashish Kundu, George Pallis:
Healthcare Informatics and Privacy. IEEE Internet Comput. 22(2): 29-31 (2018) - [j7]Muhammad Umer Arshad, Ashish Kundu, Elisa Bertino, Arif Ghafoor, Chinmay Kundu:
Efficient and Scalable Integrity Verification of Data and Query Results for Graph Databases. IEEE Trans. Knowl. Data Eng. 30(5): 866-879 (2018) - [c23]Ashish Kundu, Zehra Sura, Upendra Sharma:
Collaborative and Accountable Hardware Governance Using Blockchain. CIC 2018: 114-121 - [c22]Hoang Tam Vo, Ashish Kundu, Mukesh K. Mohania:
Research Directions in Blockchain Data Management and Analytics. EDBT 2018: 445-448 - [c21]Arun Iyengar, Ashish Kundu, Upendra Sharma, Ping Zhang:
A Trusted Healthcare Data Analytics Cloud Platform. ICDCS 2018: 1238-1249 - [c20]Muhammad Umer Arshad, Ashish Kundu, Elisa Bertino, Arif Ghafoor, Chinmay Kundu:
Efficient and Scalable Integrity Verification of Data and Query Results for Graph Databases. ICDE 2018: 1821-1822 - 2017
- [c19]Mehdi Bahrami, Abhishek Malvankar, Karan K. Budhraja, Chinmay Kundu, Mukesh Singhal, Ashish Kundu:
Compliance-Aware Provisioning of Containers on Cloud. CLOUD 2017: 696-700 - [c18]Karan K. Budhraja, Abhishek Malvankar, Mehdi Bahrami, Chinmay Kundu, Ashish Kundu, Mukesh Singhal:
Risk-Based Packet Routing for Privacy and Compliance-Preserving SDN. CLOUD 2017: 761-765 - [i5]Ashish Kundu, Chinmay Kundu, Karan K. Budhraja:
Security Analytics of Network Flow Data of IoT and Mobile Devices (Work-in-progress). CoRR abs/1704.03049 (2017) - [i4]Ashish Kundu, Zhiqiang Lin, Joshua Hammond:
Energy Attacks on Mobile Devices. CoRR abs/1704.04464 (2017) - [i3]Ashish Kundu:
Principle of Need-to-Act. CoRR abs/1708.03807 (2017) - 2016
- [j6]Kirk A. Beaty, J. M. Chow, Renato Luiz de Freitas Cunha, K. K. Das, M. F. Hulber, Ashish Kundu, V. Michelini, E. R. Palmer:
Managing sensitive applications in the public cloud. IBM J. Res. Dev. 60(2-3) (2016) - [c17]Yasuharu Katsuno, Ashish Kundu, Koushik K. Das, Hitomi Takahashi, Robert Schloss, Prasenjit Dey, Mukesh K. Mohania:
Security, Compliance, and Agile Deployment of Personal Identifiable Information Solutions on a Public Cloud. CLOUD 2016: 359-366 - [c16]Mehdi Bahrami, Dong Li, Mukesh Singhal, Ashish Kundu:
An Efficient Parallel Implementation of a Light-weight Data Privacy Method for Mobile Cloud Users. DataCloud@SC 2016: 51-58 - 2014
- [c15]Pralhad Deshpande, Shachi Sharma, Arup Acharya, Kirk A. Beaty, Ashish Kundu:
Use-Case Centric Dashboard for Cloud Solutions. IEEE SCC 2014: 840-841 - [c14]Muhammad Umer Arshad, Ashish Kundu, Elisa Bertino, Krishna Madhavan, Arif Ghafoor:
Security of graph data: hashing schemes and definitions. CODASPY 2014: 223-234 - [c13]Vijay K. Naik, Kirk A. Beaty, Ashish Kundu:
Service Usage Metering in Hybrid Cloud Environments. IC2E 2014: 253-260 - [c12]Swarup Chandra, Zhiqiang Lin, Ashish Kundu, Latifur Khan:
Towards a Systematic Study of the Covert Channel Attacks in Smartphones. SecureComm (1) 2014: 427-435 - 2013
- [j5]Ashish Kundu, Elisa Bertino:
Privacy-preserving authentication of trees and graphs. Int. J. Inf. Sec. 12(6): 467-494 (2013) - [c11]Kirk A. Beaty, Ashish Kundu, Vijay K. Naik, Arup Acharya:
Network-Level Access Control Management for the Cloud. IC2E 2013: 98-107 - [c10]Daniele Midi, Ashish Kundu, Elisa Bertino:
Towards Authenticated Objects. NSS 2013: 777-783 - 2012
- [c9]Ashish Kundu, Mikhail J. Atallah, Elisa Bertino:
Leakage-free redactable signatures. CODASPY 2012: 307-316 - [c8]Ashish Kundu:
Authentication of Data on Devices. ICDE Workshops 2012: 236-242 - [i2]Ashish Kundu, Mikhail J. Atallah, Elisa Bertino:
Efficient Leakage-free Authentication of Trees, Graphs and Forests. IACR Cryptol. ePrint Arch. 2012: 36 (2012) - [i1]Ashish Kundu, Elisa Bertino:
On Hashing Graphs. IACR Cryptol. ePrint Arch. 2012: 352 (2012) - 2011
- [c7]Ashish Kundu, Elisa Bertino:
A New Class of Buffer Overflow Attacks. ICDCS 2011: 730-739 - 2010
- [b1]Ashish Kundu:
Data in the cloud: Authentication without leaking. Purdue University, USA, 2010 - [c6]Ashish Kundu, Elisa Bertino:
How to authenticate graphs without leaking. EDBT 2010: 609-620
2000 – 2009
- 2009
- [c5]Ashish Kundu:
SN2K Attacks and Honest Services. COMPSAC (2) 2009: 445-450 - 2008
- [j4]Mikhail J. Atallah, Greg N. Frederickson, Ashish Kundu:
A tree-covering problem arising in integrity of tree-structured data. Inf. Process. Lett. 109(1): 79-82 (2008) - [j3]Ashish Kundu, Elisa Bertino:
Structural signatures for tree data structures. Proc. VLDB Endow. 1(1): 138-150 (2008) - [j2]Ashish Kundu, Elisa Bertino:
A New Model for Secure Dissemination of XML Content. IEEE Trans. Syst. Man Cybern. Part C 38(3): 292-301 (2008) - [c4]Mikhail J. Atallah, YounSun Cho, Ashish Kundu:
Efficient Data Authentication in an Environment of Untrusted Third-Party Distributors. ICDE 2008: 696-704 - 2006
- [c3]Ashish Kundu, Elisa Bertino:
Secure Dissemination of XML Content Using Structure-based Routing. EDOC 2006: 153-164 - 2005
- [c2]Vikas Agarwal, Girish Chafle, Koustuv Dasgupta, Neeran M. Karnik, Arun Kumar, Ashish Kundu, Anupam Mediratta, Sumit Mittal, Biplav Srivastava:
Building Applications Using End to End Composition of Web Services. AAAI 2005: 1672-1673 - [c1]Vikas Agarwal, Koustuv Dasgupta, Neeran M. Karnik, Arun Kumar, Ashish Kundu, Sumit Mittal, Biplav Srivastava:
A service creation environment based on end to end composition of Web services. WWW 2005: 128-137 - 2004
- [j1]Guruduth Banavar, Lawrence D. Bergman, Richard Cardone, Vianney Chevalier, Yves Gaeremynck, Frederique Giraud, Christine Halverson, Shin'ichi Hirose, Masahiro Hori, Fumihiko Kitayama, Goh Kondoh, Ashish Kundu, Kouichi Ono, Andreas Schade, Danny Soroker, Kim Winz:
An Authoring Technology for Multidevice Web Applications. IEEE Pervasive Comput. 3(3): 83-93 (2004)
Coauthor Index
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