Ian M. Molloy - RankMe

64 papers A* 7A 4B 1C 12Journal 21Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Securing MCP-based Agent Workflows. PACMI@SOSP Grigoris Ntousakis, Julian James Stephen, Michael V. Le, Sai Sree Laya Chukkapalli, Teryl Taylor, Ian M. Molloy, Frederico Araujo
2023	A*	`conf`	URET: Universal Robustness Evaluation Toolkit (for Evasion). USENIX Security Symposium Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin
2023	J	`jnl`	URET: Universal Robustness Evaluation Toolkit (for Evasion). CoRR Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin
2022	J	`jnl`	Backdoor smoothing: Demystifying backdoor attacks on deep neural networks. Comput. Secur. Kathrin Grosse, Taesung Lee, Battista Biggio, Youngja Park, Michael Backes, Ian M. Molloy
2021	J	`jnl`	A Large-Scale Study of Android Malware Development Phenomenon on Public Malware Submission and Scanning Platform. IEEE Trans. Big Data Heqing Huang, Cong Zheng, Junyuan Zeng, Wu Zhou, Sencun Zhu, Peng Liu, Ian M. Molloy, Suresh Chari, Ce Zhang, Quanlong Guan
2021	—	`conf`	AI vs. AI: Exploring the Intersections of AI and Cybersecurity. IWSPA@CODASPY Ian M. Molloy, Josyula R. Rao, Marc Ph. Stoecklin
2021	A*	`conf`	Adaptive Verifiable Training Using Pairwise Class Similarity. AAAI Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy
2020	J	`jnl`	A new measure for overfitting and its implications for backdooring of deep learning. CoRR Kathrin Grosse, Taesung Lee, Youngja Park, Michael Backes, Ian M. Molloy
2020	J	`jnl`	Adaptive Verifiable Training Using Pairwise Class Similarity. CoRR Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy
2020	J	`jnl`	Adversarial Examples and Metrics. CoRR Nico Döttling, Kathrin Grosse, Michael Backes, Ian M. Molloy
2020	—	`conf`	Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. ClinicalNLP@EMNLP Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong
2019	A*	`conf`	AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos. ICCV Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards, Jinfeng Yi, Dawn Song, Mingyan Liu, Ian M. Molloy
2019	—	`conf`	Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations. IEEE Symposium on Security and Privacy Workshops Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su
2019	—	`conf`	Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. SafeAI@AAAI Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
2019	—	`ed.`	ECML PKDD 2018 Workshops - Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva García-Martín, Ricard Gavaldà, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian M. Molloy, Maria-Irina Nicolae, Mathieu Sinn
2019	A	`conf`	Reaching Data Confidentiality and Model Accountability on the CalTrain. DSN Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian M. Molloy
2018	J	`jnl`	Adversarial Robustness Toolbox v0.2.2. CoRR Maria-Irina Nicolae, Mathieu Sinn, Tran Ngoc Minh, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Ian M. Molloy, Benjamin Edwards
2018	B	`conf`	All Your Alexa Are Belong to Us: A Remote Voice Control Attack against Echo. GLOBECOM Xuejing Yuan, Yuxuan Chen, Aohui Wang, Kai Chen, Shengzhi Zhang, Heqing Huang, Ian M. Molloy
2018	J	`jnl`	Defending Against Model Stealing Attacks Using Deceptive Perturbations. CoRR Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su
2018	J	`jnl`	Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. CoRR Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
2018	A	`conf`	Protecting Intellectual Property of Deep Neural Networks with Watermarking. AsiaCCS Jialong Zhang, Zhongshu Gu, Jiyong Jang, Hui Wu, Marc Ph. Stoecklin, Heqing Huang, Ian M. Molloy
2018	J	`jnl`	Reaching Data Confidentiality and Model Accountability on the CalTrain. CoRR Zhongshu Gu, Hani Jamjoom, Dong Su, Heqing Huang, Jialong Zhang, Tengfei Ma, Dimitrios Pendarakis, Ian M. Molloy
2018	J	`jnl`	Securing Input Data of Deep Learning Inference Systems via Partitioned Enclave Execution. CoRR Zhongshu Gu, Heqing Huang, Jialong Zhang, Dong Su, Ankita Lamba, Dimitrios Pendarakis, Ian M. Molloy
2017	J	`jnl`	IDIoT: Securing the Internet of Things like it's 1994. CoRR David Barrera, Ian M. Molloy, Heqing Huang
2016	J	`jnl`	A platform and analytics for usage and entitlement analytics. IBM J. Res. Dev. Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Josyula R. Rao, Wilfried Teiken
2016	—	`conf`	Comparing Password Ranking Algorithms on Real-World Password Datasets. ESORICS (1) Weining Yang, Ninghui Li, Ian M. Molloy, Youngja Park, Suresh N. Chari
2016	A*	`conf`	DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays. AAAI Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian M. Molloy, Suresh Chari
2016	—	`conf`	Graph Analytics for Real-Time Scoring of Cross-Channel Transactional Fraud. Financial Cryptography Ian M. Molloy, Suresh Chari, Ulrich Finkler, Mark Wiggerman, Coen Jonker, Ted Habeck, Youngja Park, Frank Jordens, Ron van Schaik
2016	C	`conf`	Tri-Modularization of Firewall Policies. SACMAT Haining Chen, Omar Chowdhury, Ninghui Li, Warut Khern-am-nuai, Suresh Chari, Ian M. Molloy, Youngja Park
2015	—	`conf`	Learning from Others: User Anomaly Detection Using Anomalous Samples from Other Users. ESORICS (2) Youngja Park, Ian M. Molloy, Suresh N. Chari, Zenglin Xu, Christopher S. Gates, Ninghui Li
2014	C	`ed.`	19th ACM Symposium on Access Control Models and Technologies, SACMAT '14, London, ON, Canada - June 25 - 27, 2014 SACMAT Sylvia L. Osborn, Mahesh V. Tripunitara, Ian M. Molloy
2014	—	`conf`	Detecting Insider Information Theft Using Features from File Access Logs. ESORICS (2) Christopher S. Gates, Ninghui Li, Zenglin Xu, Suresh N. Chari, Ian M. Molloy, Youngja Park
2014	J	`jnl`	Generating Summary Risk Scores for Mobile Applications. IEEE Trans. Dependable Secur. Comput. Christopher S. Gates, Ninghui Li, Hao Peng, Bhaskar Pratim Sarma, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy
2014	J	`jnl`	PAKDD'12 best paper: generating balanced classifier-independent training samples from unlabeled data. Knowl. Inf. Syst. Youngja Park, Zijie Qi, Suresh N. Chari, Ian M. Molloy
2013	C	`conf`	A bigData platform for analytics on access control policies and logs. SACMAT Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Wilfried Teiken
2013	J	`jnl`	DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements. CoRR Shandian Zhe, Yuan Qi, Youngja Park, Ian M. Molloy, Suresh Chari
2013	C	`conf`	Ensuring continuous compliance through reconciling policy with usage. SACMAT Suresh Chari, Ian M. Molloy, Youngja Park, Wilfried Teiken
2013	C	`conf`	Panel on granularity in access control. SACMAT Ian M. Molloy, Mahesh V. Tripunitara, Volkmar Lotz, Martin Kuhlmann, Casey Schaufler, Vijay Atluri
2012	C	`conf`	Android permissions: a perspective combining risks and benefits. SACMAT Bhaskar Pratim Sarma, Ninghui Li, Christopher S. Gates, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy
2012	—	`conf`	Generating Balanced Classifier-Independent Training Samples from Unlabeled Data. PAKDD (1) Youngja Park, Zijie Qi, Suresh Chari, Ian M. Molloy
2012	C	`conf`	Generative models for access control policies: applications to role mining over logs with attribution. SACMAT Ian M. Molloy, Youngja Park, Suresh Chari
2012	A*	`conf`	Learning Stochastic Models of Information Flow. ICDE Luke Dickens, Ian M. Molloy, Jorge Lobo, Pau-Chen Cheng, Alessandra Russo
2012	C	`conf`	Practical risk aggregation in RBAC models. SACMAT Suresh Chari, Jorge Lobo, Ian M. Molloy
2012	—	`conf`	Risk-based security decisions under uncertainty. CODASPY Ian M. Molloy, Luke Dickens, Charles Morisset, Pau-Chen Cheng, Jorge Lobo, Alessandra Russo
2012	J	`jnl`	Slicing: A New Approach for Privacy Preserving Data Publishing. IEEE Trans. Knowl. Data Eng. Tiancheng Li, Ninghui Li, Jian Zhang, Ian M. Molloy
2012	A*	`conf`	Using probabilistic generative models for ranking risks of Android apps. CCS Hao Peng, Christopher S. Gates, Bhaskar Pratim Sarma, Ninghui Li, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotaru, Ian M. Molloy
2011	—	`conf`	Adversaries' Holy Grail: access control analytics. BADGERS@EuroSys Ian M. Molloy, Jorge Lobo, Suresh Chari
2011	A	`conf`	Attack on the GridCode one-time password. AsiaCCS Ian M. Molloy, Ninghui Li
2010	—	`—`	Automatic migration to role based access control Ian M. Molloy
2010	J	`jnl`	Mining Roles with Multiple Objectives. ACM Trans. Inf. Syst. Secur. Ian M. Molloy, Hong Chen, Tiancheng Li, Qihua Wang, Ninghui Li, Elisa Bertino, Seraphin B. Calo, Jorge Lobo
2010	C	`conf`	Mining roles with noisy data. SACMAT Ian M. Molloy, Ninghui Li, Yuan (Alan) Qi, Jorge Lobo, Luke Dickens
2010	A	`conf`	Nonparametric Bayesian Matrix Factorization by Power-EP. AISTATS Nan Ding, Yuan (Alan) Qi, Rongjing Xiang, Ian M. Molloy, Ninghui Li
2010	—	`conf`	Towards an integrated approach to role engineering. SafeConfig Chris Giblin, Marcel Graf, Günter Karjoth, Andreas Wespi, Ian M. Molloy, Jorge Lobo, Seraphin B. Calo
2009	—	`conf`	Defeating Cross-Site Request Forgery Attacks with Browser-Enforced Authenticity Protection. Financial Cryptography Ziqing Mao, Ninghui Li, Ian M. Molloy
2009	C	`conf`	Evaluating role mining algorithms. SACMAT Ian M. Molloy, Ninghui Li, Tiancheng Li, Ziqing Mao, Qihua Wang, Jorge Lobo
2009	A*	`conf`	On the (In)Security and (Im)Practicality of Outsourcing Precise Association Rule Mining. ICDM Ian M. Molloy, Ninghui Li, Tiancheng Li
2009	J	`jnl`	Slicing: A New Approach to Privacy Preserving Data Publishing CoRR Tiancheng Li, Ninghui Li, Jian Zhang, Ian M. Molloy
2008	C	`conf`	Mining roles with semantic meanings. SACMAT Ian M. Molloy, Hong Chen, Tiancheng Li, Qihua Wang, Ninghui Li, Elisa Bertino, Seraphin B. Calo, Jorge Lobo
2008	C	`conf`	Trading in risk: using markets to improve access control. NSPW Ian M. Molloy, Pau-Chen Cheng, Pankaj Rohatgi
2007	J	`jnl`	Automatic mapping of valley networks on Mars. Comput. Geosci. Ian M. Molloy, Tomasz F. Stepinski
2007	—	`conf`	Dynamic Virtual Credit Card Numbers. Financial Cryptography Ian M. Molloy, Jiangtao Li, Ninghui Li
2007	—	`conf`	Environmental Management Systems and Information Management - Strategic-Systematical Integration of Green Value Added. ITEE Ian M. Molloy
2007	J	`jnl`	Making Large Hash Functions From Small Compression Functions. IACR Cryptol. ePrint Arch. William R. Speirs II, Ian M. Molloy
2005	—	`conf`	Supply Chain Management goes RoHS - The Need to Include Compliance Related Information in the Supply Chain Information Flow. ITEE Ian M. Molloy