Aly Kassem

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

EACL (1) EMNLP (1)

Top co-authors

Sherif Saad (2) Omar Mahmoud (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Core AI (1) Learning Types · Deep Learning (1)

Keywords

language model (2) proximal policy optimization (2) machine unlearning (1) adversarial attack (1) reinforcement learning feedback (1) memorization mitigation (1) unlearning technique (1) language model memorization (1) paraphrasing policy (1) memorization risk (1) targeted paraphrasing (1) reinforcement learning (1) mutual implication score (1) privacy preservation (1)

Papers

Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion EACL 2024 Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023