Marco Pistoia

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 58

Top Venues

Publications

Georgios Papadopoulos, Yash Satsangi, Shaltiel Eloul, Marco Pistoia
Ranking Distance Metric for Privacy Budget in Distributed Learning of Finite Embedding Data. ECIR (4) (2024)
Chun-Fu Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Model-Agnostic Utility-Preserving Biometric Information Anonymization. Int. J. Inf. Sec. 23 (4) (2024)
Georgios Papadopoulos, Yash Satsangi, Shaltiel Eloul, Marco Pistoia
Absolute Variation Distance: An Inversion Attack Evaluation Metric for Federated Learning. ECIR (4) (2024)
Shree Hari Sureshbabu, Dylan Herman, Ruslan Shaydulin, Joao Basso, Shouvanik Chakrabarti, Yue Sun, Marco Pistoia
Parameter Setting in Quantum Approximate Optimization of Weighted Problems. Quantum 8 (2024)
Yizhuo Chen, Chun-Fu (Richard) Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. CoRR (2024)
Chun-Fu Richard Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Model-Agnostic Utility-Preserving Biometric Information Anonymization. CoRR (2024)
Obada Alia, Albert Huang, Huan Luo, Omar Amer, Marco Pistoia, Charles Lim
Quantum-safe 10 Gbps Site-to-Site IPsec VPN Tunnel over 46 km Deployed Fibre. OFC (2024)
Jamie Heredge, Niraj Kumar, Dylan Herman, Shouvanik Chakrabarti, Romina Yalovetzky, Shree Hari Sureshbabu, Changhao Li, Marco Pistoia
Prospects of Privacy Advantage in Quantum Machine Learning. CoRR (2024)
Michael A. Perlin, Ruslan Shaydulin, Benjamin P. Hall, Pierre Minssen, Changhao Li, Kabir Dubey, Richard Rines, Eric R. Anschütz, Marco Pistoia, Pranav Gokhale
Q-CHOP: Quantum constrained Hamiltonian optimization. CoRR (2024)
Romina Yalovetzky, Niraj Kumar, Changhao Li, Marco Pistoia
QC-Forest: a Classical-Quantum Algorithm to Provably Speedup Retraining of Random Forest. CoRR (2024)
Tianyi Hao, Zichang He, Ruslan Shaydulin, Marco Pistoia, Swamit Tannu
Variational Quantum Algorithm Landscape Reconstruction by Low-Rank Tensor Completion. CoRR (2024)
Changhao Li, Niraj Kumar, Zhixin Song, Shouvanik Chakrabarti, Marco Pistoia
Privacy-preserving quantum federated learning via gradient hiding. CoRR (2023)
Ruslan Shaydulin, Marco Pistoia
QAOAwith $N\cdot p\geq 200$. QCE (2023)
Zichang He, Ruslan Shaydulin, Shouvanik Chakrabarti, Dylan Herman, Changhao Li, Yue Sun, Marco Pistoia
Alignment between Initial State and Mixer Improves QAOA Performance for Constrained Portfolio Optimization. CoRR (2023)
Danylo Lykov, Ruslan Shaydulin, Yue Sun, Yuri Alexeev, Marco Pistoia
Fast Simulation of High-Depth QAOA Circuits. CoRR (2023)
Changhao Li, Boning Li, Omar Amer, Ruslan Shaydulin, Shouvanik Chakrabarti, Guoqing Wang, Haowei Xu, Hao Tang, Isidor Schoch, Niraj Kumar, Charles Lim, Ju Li, Paola Cappellaro, Marco Pistoia
Blind quantum machine learning with quantum bipartite correlator. CoRR (2023)
Danylo Lykov, Ruslan Shaydulin, Yue Sun, Yuri Alexeev, Marco Pistoia
Fast Simulation of High-Depth QAOA Circuits. SC Workshops (2023)
El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia
Quantum Deep Hedging. Quantum 7 (2023)
Niraj Kumar, Jamie Heredge, Changhao Li, Shaltiel Eloul, Shree Hari Sureshbabu, Marco Pistoia
Expressive variational quantum circuits provide inherent privacy in federated learning. CoRR (2023)
El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia
Quantum Deep Hedging. CoRR (2023)
Niraj Kumar, Romina Yalovetzky, Changhao Li, Pierre Minssen, Marco Pistoia
Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification. CoRR (2023)
Ruslan Shaydulin, Marco Pistoia
QAOA with N·p≥200. CoRR (2023)
Ruslan Shaydulin, Changhao Li, Shouvanik Chakrabarti, Matthew DeCross, Dylan Herman, Niraj Kumar, Jeffrey Larson, Danylo Lykov, Pierre Minssen, Yue Sun, Yuri Alexeev, Joan M. Dreiling, John P. Gaebler, Thomas M. Gatterman, Justin A. Gerber, Kevin Gilmore, Dan Gresh, Nathan Hewitt, Chandler V. Horst, Shaohan Hu, Jacob Johansen, Mitchell Matheny, Tanner Mengle, Michael Mills, Steven A. Moses, Brian Neyenhuis, Peter Siegfried, Romina Yalovetzky, Marco Pistoia
Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. CoRR (2023)
Bill Moriarty, Chun-Fu (Richard) Chen, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Utility-Preserving Biometric Information Anonymization. ESORICS (2) (2022)
Tianyi Hao, Ruslan Shaydulin, Marco Pistoia, Jeffrey Larson
Exploiting In-Constraint Energy in Constrained Variational Quantum Optimization. CoRR (2022)
Kaiyan Shi, Rebekah Herrman, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Jeffrey Larson
Multiangle QAOA Does Not Always Need All Its Angles. SEC (2022)
Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
MaSS: Multi-attribute Selective Suppression. CoRR (2022)
Farzam Toudeh-Fallah, Marco Pistoia, Yasushi Kawakura, Navid Moazzami, David H. Kramer, Robert I. Woodward, Greg Sysak, Benny John, Omar Amer, Antigoni O. Polychroniadou, Jeffrey Lyon, Suresh Shetty, Tulasi D. Movva, Sudhir Upadhyay, Monik Raj Behera, Joseph A. Dolphin, Paul A. Haigh, James F. Dynes, Andrew J. Shields
Paving the Way towards 800 Gbps Quantum-Secured Optical Channel Deployment in Mission-Critical Environments. CoRR (2022)
Pradeep Niroula, Ruslan Shaydulin, Romina Yalovetzky, Pierre Minssen, Dylan Herman, Shaohan Hu, Marco Pistoia
Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer. CoRR (2022)
Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild
Numerical evidence against advantage with quantum fidelity kernels on classical data. CoRR (2022)
Arthur G. Rattew, Yue Sun, Pierre Minssen, Marco Pistoia
The Efficient Preparation of Normal Distributions in Quantum Registers. Quantum 5 (2021)
Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
Quantum Machine Learning for Finance ICCAD Special Session Paper. ICCAD (2021)
Arthur G. Rattew, Marco Pistoia
On the Exponential Sample Complexity of the Quantum State Sign Estimation Problem. CoRR (2021)
Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
Quantum Machine Learning for Finance. CoRR (2021)
Austin Gilliam, Marco Pistoia, Constantin Gonciulea
Optimizing Quantum Search Using a Generalized Version of Grover's Algorithm. CoRR (2020)
Austin Gilliam, Marco Pistoia, Constantin Gonciulea
Optimizing Quantum Search with a Binomial Version of Grover's Algorithm. CoRR (2020)
Marco Pistoia, Peng Liu, Chun-Fu (Richard) Chen, Shaohan Hu, Stephen P. Wood
Parallelization of Classical Numerical optimization in Quantum Variational Algorithms. ICST (2020)
Austin Gilliam, Marco Pistoia, Constantin Gonciulea
Canonical Construction of Quantum Oracles. CoRR (2020)
Quanfu Fan, Chun-Fu (Richard) Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. NeurIPS (2019)
Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia, Jay M. Gambetta
Reduction-Based Problem Mapping for Quantum Computing. Computer 52 (6) (2019)
Peng Liu, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Jay M. Gambetta
Stochastic Optimization of Quantum Programs. Computer 52 (6) (2019)
Shaohan Hu, Dmitri Maslov, Marco Pistoia, Jay M. Gambetta
Efficient Circuits for Quantum Search over 2D Square Lattice Architecture. DAC (2019)
Quanfu Fan, Chun-Fu Chen, Hilde Kuehne, Marco Pistoia, David D. Cox
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation. CoRR (2019)
Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Steve Wood
A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space. CoRR (2019)
Chun-Fu Chen, Quanfu Fan, Marco Pistoia, Gwo Giun Lee
Efficient Fusion of Sparse and Complementary Convolutions for Object Recognition and Detection. CoRR (2018)
Luciano Bello, Marco Pistoia
ARES: triggering payload of evasive Android malware. MOBILESoft@ICSE (2018)
Chun-Fu Chen, Jinwook Oh, Quanfu Fan, Marco Pistoia
SC-Conv: Sparse-Complementary Convolution for Efficient Model Utilization on CNNs. ISM (2018)
Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia
Automatically solving NP-complete problems on a quantum computer. ICSE (Companion Volume) (2018)
Abdulbaki Aydin, David Piorkowski, Omer Tripp, Pietro Ferrara, Marco Pistoia
Visual Configuration of Mobile Privacy Policies. FASE (2017)
Chun-Fu (Richard) Chen, Marco Pistoia, Conglei Shi, Paolo Girolami, Joseph W. Ligman, Yong Wang
UI X-Ray: Interactive Mobile UI Testing Based on Computer Vision. IUI (2017)
Peng Liu, Xiangyu Zhang, Marco Pistoia, Yunhui Zheng, Manoel Marques, Lingfei Zeng
Automatic text input generation for mobile testing. ICSE (2017)
David Piorkowski, Sean Penney, Austin Z. Henley, Marco Pistoia, Margaret M. Burnett, Omer Tripp, Pietro Ferrara
Foraging goes mobile: Foraging while debugging on mobile devices. VL/HCC (2017)
Petar Tsankov, Marco Pistoia, Omer Tripp, Martin T. Vechev, Pietro Ferrara
FASE: functionality-aware security enforcement. ACSAC (2016)
Joe W. Ligman, Marco Pistoia, Omer Tripp, Gegi Thomas
Improving design validation of mobile application user interface implementation. MOBILESoft (2016)
Massimo Pistoia, Marco Pistoia, Paolo Casacci
ASTRO: Autism Support Therapy by RObot Interaction. ForItAAL (2016)
David M. Lubensky, Marco Pistoia, Ching-Yung Lin, Omer Tripp
Cognitive mobile security: invited conference keynote. MOBILESoft (2016)
Omer Tripp, Marco Pistoia, Pietro Ferrara, Julia Rubin
Pinpointing mobile malware using code analysis. MOBILESoft (2016)
Mauro Baluda, Marco Pistoia, Paul C. Castro, Omer Tripp
A framework for automatic anomaly detection in mobile applications. MOBILESoft (2016)
Roee Hay, Omer Tripp, Marco Pistoia
Dynamic detection of inter-application communication vulnerabilities in Android. ISSTA (2015)
Marco Pistoia, Omer Tripp, Pietro Ferrara, Paolina Centonze
Automatic detection, correction, and visualization of security vulnerabilities in mobile apps. MobileDeLi (2015)
Omer Tripp, Marco Pistoia, Paolina Centonze
Application- and User-Sensitive Privacy Enforcement in Mobile Systems. MOBILESoft (2015)
Lucas Brutschy, Pietro Ferrara, Omer Tripp, Marco Pistoia
ShamDroid: gracefully degrading functionality in the presence of limited resource access. OOPSLA (2015)
Marco Pistoia, Omer Tripp, Paolina Centonze, Joseph W. Ligman
Labyrinth: Visually Configurable Data-Leakage Detection in Mobile Applications. MDM (1) (2015)
Gianluca Barbon, Agostino Cortesi, Pietro Ferrara, Marco Pistoia, Omer Tripp
Privacy Analysis of Android Apps: Implicit Flows and Quantitative Analysis. CISIM (2015)
Paolina Centonze, Marco Pistoia, Omer Tripp
Access-rights Analysis in the Presence of Subjects. ECOOP (2015)
Marco Pistoia
Program Analysis for Mobile Application Integrity and Privacy Enforcement. CCS (2015)
Pietro Ferrara, Omer Tripp, Marco Pistoia
MorphDroid: Fine-grained Privacy Verification. ACSAC (2015)
Agostino Cortesi, Pietro Ferrara, Marco Pistoia, Omer Tripp
Datacentric Semantics for Verification of Privacy Policy Compliance by Mobile Applications. VMCAI (2015)
Omer Tripp, Pietro Ferrara, Marco Pistoia
Hybrid security analysis of web JavaScript code via dynamic partial evaluation. ISSTA (2014)
Marco Pistoia, Omer Tripp
Integrating Security, Analytics and Application Management into the Mobile Development Lifecycle. MobileDeLi (2014)
Omer Tripp, Salvatore Guarnieri, Marco Pistoia, Aleksandr Y. Aravkin
ALETHEIA: Improving the Usability of Static Security Analysis. CCS (2014)
Takaaki Tateishi, Marco Pistoia, Omer Tripp
Path- and index-sensitive string analysis based on monadic second-order logic. ACM Trans. Softw. Eng. Methodol. 22 (4) (2013)
Paul C. Castro, Joe W. Ligman, Marco Pistoia, John Ponzo, Gegi Thomas, Umut Topkara
Runtime adaptive multi-factor authentication for mobile devices. IBM J. Res. Dev. 57 (6) (2013)
Omer Tripp, Marco Pistoia, Patrick Cousot, Radhia Cousot, Salvatore Guarnieri
Andromeda: Accurate and Scalable Security Analysis of Web Applications. FASE (2013)
Paul C. Castro, Joe W. Ligman, Marco Pistoia, John Ponzo, Gegi Thomas, Stephen P. Wood, Mauro Baluda
Enabling Bring-Your-Own-Device using mobile application instrumentation. IBM J. Res. Dev. 57 (6) (2013)
Dragos Sbirlea, Michael G. Burke, Salvatore Guarnieri, Marco Pistoia, Vivek Sarkar
Automatic detection of inter-application permission leaks in Android applications. IBM J. Res. Dev. 57 (6) (2013)
Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia
Fault Localization for Dynamic Web Applications. IEEE Trans. Software Eng. 38 (2) (2012)
Nikolai Joukov, Vasily Tarasov, Joel Ossher, Birgit Pfitzmann, Sergej Chicherin, Marco Pistoia, Takaaki Tateishi
Static discovery and remediation of code-embedded resource dependencies. Integrated Network Management (2011)
Takaaki Tateishi, Marco Pistoia, Omer Tripp
Path- and index-sensitive string analysis based on monadic second-order logic. ISSTA (2011)
Salvatore Guarnieri, Marco Pistoia, Omer Tripp, Julian Dolby, Stephen Teilhet, Ryan Berg
Saving the world wide web from vulnerable JavaScript. ISSTA (2011)
Manu Sridharan, Shay Artzi, Marco Pistoia, Salvatore Guarnieri, Omer Tripp, Ryan Berg
F4F: taint analysis of framework-based web applications. OOPSLA (2011)
Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia
Directed test generation for effective fault localization. ISSTA (2010)
Shay Artzi, Julian Dolby, Frank Tip, Marco Pistoia
Practical fault localization for dynamic web applications. ICSE (1) (2010)
Emmanuel Geay, Marco Pistoia, Takaaki Tateishi, Barbara G. Ryder, Julian Dolby
Modular string-sensitive permission analysis with demand-driven precision. ICSE (2009)
Avraham Shinnar, Marco Pistoia, Anindya Banerjee
A language for information flow: dynamic tracking in multiple interdependent dimensions. PLAS (2009)
Omer Tripp, Marco Pistoia, Stephen J. Fink, Manu Sridharan, Omri Weisman
TAJ: effective taint analysis of web applications. PLDI (2009)
Marco Pistoia, Úlfar Erlingsson
PLAS 2008 paper abstracts. ACM SIGPLAN Notices 43 (12) (2008)
Marco Pistoia
Program Analysis and Programming Languages for Security. VMCAI (2008)
Sharon Shoham, Eran Yahav, Stephen J. Fink, Marco Pistoia
Static Specification Mining Using Automata-Based Abstractions. IEEE Trans. Software Eng. 34 (5) (2008)
Marco Pistoia, Úlfar Erlingsson
Programming languages and program analysis for security: a three-year retrospective. ACM SIGPLAN Notices 43 (12) (2008)
Marco Pistoia, Úlfar Erlingsson
Workshop on programming languages and analysis for security (PLAS 2008). ACM SIGPLAN Notices 43 (12) (2008)
Marco Pistoia, Stephen J. Fink, Robert J. Flynn, Eran Yahav
When Role Models Have Flaws: Static Validation of Enterprise Security Policies. ICSE (2007)
Marco Pistoia, Anindya Banerjee, David A. Naumann
Beyond Stack Inspection: A Unified Access-Control and Information-Flow Security Model. IEEE Symposium on Security and Privacy (2007)
Marco Pistoia, Satish Chandra, Stephen J. Fink, Eran Yahav
A survey of static analysis methods for identifying security vulnerabilities in software systems. IBM Syst. J. 46 (2) (2007)
Sharon Shoham, Eran Yahav, Stephen Fink, Marco Pistoia
Static specification mining using automata-based abstractions. ISSTA (2007)
Paolina Centonze, Robert J. Flynn, Marco Pistoia
Combining Static and Dynamic Analysis for Automatic Identification of Precise Access-Control Policies. ACSAC (2007)
Paolina Centonze, Gleb Naumovich, Stephen J. Fink, Marco Pistoia
Role-Based access control consistency validation. ISSTA (2006)
Marco Pistoia, Francesco Logozzo
Program Analysis for Security and Privacy. ECOOP Workshops (2006)
Xiaolan Zhang, Larry Koved, Marco Pistoia, Sam Weber, Trent Jaeger, Guillaume Marceau, Liangzhao Zeng
The case for analysis preserving language transformation. ISSTA (2006)
Marco Pistoia, Robert J. Flynn, Larry Koved, Vugranam C. Sreedhar
Interprocedural Analysis for Privileged Code Placement and Tainted Variable Detection. ECOOP (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Pistoia