Ibrahim Issa

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Mutual Information

Information Leakage

Generalization Error

Iterative Algorithms

Top Venues

IEEE Trans. Inf. Theory

IEEE J. Sel. Areas Inf. Theory

Publications

Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Sibson's α-Mutual Information and its Variational Representations. CoRR (2024)
Elena Ghazi, Ibrahim Issa
Total Variation Meets Differential Privacy. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Benjamin Wu, Aaron B. Wagner, Ibrahim Issa, G. Edward Suh
Strong Asymptotic Composition Theorems for Mutual Information Measures. IEEE Trans. Inf. Theory 70 (5) (2024)
Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. COLT (2023)
Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar
Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms. CoRR (2023)
Elena Ghazi, Ibrahim Issa
Total Variation Meets Differential Privacy. CoRR (2023)
Elena Ghazi, Ibrahim Issa
Total Variation with Differential Privacy: Tighter Composition and Asymptotic Bounds. ISIT (2023)
Rajai Nasser, Ibrahim Issa, Ibrahim C. Abou-Faycal
Age Distribution in Arbitrary Preemptive Memoryless Networks. ISIT (2022)
Ibrahim Issa, Aaron B. Wagner
An Adaptive Composition Theorem for Maximal Leakage for Binary Inputs. ISIT (2022)
Rajai Nasser, Ibrahim Issa, Ibrahim C. Abou-Faycal
Age Distribution in Arbitrary Preemptive Memoryless Networks. CoRR (2022)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage. IEEE Trans. Inf. Theory 67 (8) (2021)
Ibrahim Issa, Aaron B. Wagner, Sudeep Kamath
An Operational Approach to Information Leakage. IEEE Trans. Inf. Theory 66 (3) (2020)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Robust Generalization via f-Mutual Information. ISIT (2020)
Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner
Estimating Quantum Entropy. IEEE J. Sel. Areas Inf. Theory 1 (2) (2020)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Robust Generalization via $α$-Mutual Information. CoRR (2020)
Benjamin Wu, Aaron B. Wagner, G. Edward Suh, Ibrahim Issa
Strong Asymptotic Composition Theorems for Sibson Mutual Information. CoRR (2020)
Benjamin Wu, Aaron B. Wagner, G. Edward Suh, Ibrahim Issa
Strong Asymptotic Composition Theorems for Sibson Mutual Information. ISIT (2020)
Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar
Strengthened Information-theoretic Bounds on the Generalization Error. CoRR (2019)
Ibrahim Issa, Amedeo Roberto Esposito, Michael Gastpar
Strengthened Information-theoretic Bounds on the Generalization Error. ISIT (2019)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Learning and Adaptive Data Analysis via Maximal Leakage. ITW (2019)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage. CoRR (2019)
Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage. CoRR (2019)
Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner
Measuring Quantum Entropy. ISIT (2019)
Ibrahim Issa, Michael Gastpar
Computable Bounds on the Exploration Bias. ISIT (2018)
Ibrahim Issa, Aaron B. Wagner, Sudeep Kamath
An Operational Approach to Information Leakage. CoRR (2018)
Jayadev Acharya, Ibrahim Issa, Nirmal V. Shende, Aaron B. Wagner
Measuring Quantum Entropy. CoRR (2017)
Ibrahim Issa, Aaron B. Wagner
Measuring Secrecy by the Probability of a Successful Guess. IEEE Trans. Inf. Theory 63 (6) (2017)
Ibrahim Issa, Aaron B. Wagner
Operational definitions for some common information leakage metrics. ISIT (2017)
Ibrahim Issa, Sudeep Kamath, Aaron B. Wagner
Maximal leakage minimization for the Shannon cipher system. ISIT (2016)
Ibrahim Issa, Sudeep Kamath, Aaron B. Wagner
An operational measure of information leakage. CISS (2016)
Ibrahim Issa, Aaron B. Wagner
Measuring Secrecy by the Probability of a Successful Guess. CoRR (2015)
Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr
Two-Hop Interference Channels: Impact of Linear Schemes. IEEE Trans. Inf. Theory 61 (10) (2015)
Ibrahim Issa, Aaron B. Wagner
Measuring secrecy by the probability of a successful guess. Allerton (2015)
Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr
Two-Hop Interference Channels: Impact of Linear Schemes. CoRR (2013)
Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr
Two-Hop Interference Channels: Impact of Linear Time-Varying Schemes CoRR (2013)
Ibrahim Issa, Silas L. Fong, Amir Salman Avestimehr
Two-hop interference channels: Impact of linear time-varying schemes. ISIT (2013)