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Mihaela Gaman

3 accepted papers

2026

AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research

AAAI 2026technical

Generating thorough natural language explanations for threat detections remains an open problem in cybersecurity research, despite significant advances in automated malware detection systems. In this work, we present AutoMalDesc, an automated static analysis summarization framework that, following i

Cited by 0SourcePDFScholar
2023

EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis

NeurIPS 2023poster

In recent years there has been a shift from heuristics based malware detection towards machine learning, which proves to be more robust in the current heavily adversarial threat landscape. While we acknowledge machine learning to be better equipped to mine for patterns in the increasingly high amoun…

2021

LiRo: Benchmark and leaderboard for Romanian language tasks

NeurIPS 2021poster

Recent advances in NLP have been sustained by the availability of large amounts of data and standardized benchmarks, which are not available for many languages. As a small step towards addressing this we propose LiRo, a platform for benchmarking models on the Romanian language on nine standard tasks…

Cited by 32SourcecodeScholar