Mohammad Mahmoody
10 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🏆
Keyword Champion
(7)
💎
Century Club
(10)
🚀
Conference Pioneer
📈
Trend Setter
❓
The Questioner
Conferences
NIPS (5)
ALT (2)
AAAI (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
poisoning attack
(7)
adversarial learning
(4)
learning theory
(3)
adversarial attack
(3)
adversarial robustness
(3)
evasion attack
(2)
data poisoning
(2)
vc dimension
(1)
robust learning
(1)
hypothesis class
(1)
polynomial time
(1)
adversarial perturbation
(1)
concentration bound
(1)
adversarial example
(1)
classifier robustness
(1)
pac learnability
(1)
concentration measure
(1)
concentration of measure
(1)
computational hardness
(1)
multi-party learning
(1)
Papers
On Optimal Learning Under Targeted Data Poisoning
NIPS 2022
Overparameterization from Computational Constraints
NIPS 2022
Learning and certification under instance-targeted poisoning
UAI 2021
A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks
NIPS 2021
The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure
AAAI 2019
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness
NIPS 2019
Can Adversarially Robust Learning LeverageComputational Hardness?
ALT 2019
Universal Multi-Party Poisoning Attacks
ICML 2019
Learning under $p$-Tampering Attacks
ALT 2018
Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution
NIPS 2018