activity
20122026
most citedVariational Leakage: The Role of Information Complexity in Privacy Leakage

6 citations · 15 across the 23 of their papers we have counts for

collaborators
Showing cs.ITShow all

12 papers · 1 filter

cs.IT2026

Soft GRAND under Channel Uncertainty: Minimax Posterior-Envelope Ordering and Gallager-Exponent Preservation

Behrooz Razeghi

Soft Guessing Random Additive Noise Decoding queries corrections in an observation-dependent order. For a known channel, the matched order ranks corrections by nonincreasing condit…

cs.IT2026

Soft GRAND under Channel Switching and Drift

Behrooz Razeghi

Under channel switching or drift, the posterior used to order Guessing Random Additive Noise Decoding (GRAND) queries can differ from the matched correction posterior, increasing q…

cs.IT2026

Tail-Calibrated Soft-Output GRAND for Finite-Memory Noise-Effect Posteriors

Behrooz Razeghi

In guessing random additive noise decoding (GRAND), memory in the hard-decision noise effect changes the likelihood order of candidate noise effects. In soft-output decoding, the s…

cs.IT2026

Low-Pathwidth GRAND: Exact Likelihood-Ordered Enumeration for BPSK Transmission over Correlated Gaussian Noise

Behrooz Razeghi

The finite-block maximum-likelihood (ML) guarantee of soft-input GRAND requires querying noise-effect patterns in nonincreasing conditional-likelihood order. Under correlated Gauss…

cs.IT2026

On the Capacity of Distinguishable Synthetic Identity Generation under Face Verification

Behrooz Razeghi

Synthetic face generators can produce many nominal identities, but nominal count does not determine how many are jointly distinguishable under a specified verification rule. We def…

cs.IT2020

On Perfect Obfuscation: Local Information Geometry Analysis

Behrooz Razeghi, Flavio. P. Calmon, Deniz Gunduz +1

We consider the problem of privacy-preserving data release for a specific utility task under perfect obfuscation constraint. We establish the necessary and sufficient condition to…