Adversarial machine learning

Results: 19



#Item
11Artificial intelligence / Statistical classification / Concept drift / Classifier / Email spam / Bayesian spam filtering / Machine learning / Statistics / Learning

Research Dispatch, JulyData mining researchers use innovative techniques to build robust classifier Researcher discovers that a combination of adversarial learning and sparse modelling techniques improves the perf

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Source URL: www.cmcrc.com

Language: English - Date: 2013-07-10 02:18:32
12Artificial intelligence / Computational neuroscience / Reinforcement learning / Simulation / Q-learning / Temporal difference learning / Game theory / Machine learning / Reinforcement / Statistics / Science / Mathematics

Machine Learning for Adversarial Agent Microworlds

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Source URL: www.mssanz.org.au

Language: English - Date: 2013-01-15 18:49:06
13Problem solving / Stackelberg competition / Minimax / Nash equilibrium / Adversary model / Supervised learning / Support vector machine / Mathematical optimization / Normal-form game / Game theory / Mathematics / Algebra

Mach Learn: 69–83 DOIs10994Mining adversarial patterns via regularized loss minimization Wei Liu · Sanjay Chawla

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Source URL: www.cmcrc.com

Language: English - Date: 2013-08-20 22:22:50
14Multi-armed bandit / Bandit / Statistics / Stochastic optimization / Machine learning

Multi-Armed Bandits Pure Exploration in Multi-Armed Bandits Continuously-Armed Bandits Adversarial Multi-Armed Bandits References

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Source URL: www.princeton.edu

Language: English - Date: 2011-06-28 04:20:48
15Machine learning / Multi-armed bandit / Chernoff bound / Martingale / Concentration inequality / Statistics / Stochastic processes / Stochastic optimization

JMLR: Workshop and Conference Proceedings vol[removed]–23 The best of both worlds: stochastic and adversarial bandits S´ebastien Bubeck SBUBECK @ PRINCETON . EDU

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Source URL: www.princeton.edu

Language: English - Date: 2012-08-21 11:04:32
16Statistical classification / Spamming / Machine learning / Cybercrime / Marketing / Spam / Linear classifier / Static single assignment form / Adversarial information retrieval / Internet / Statistics / Computing

Web spam Identification Through Content and Hyperlinks Jacob Abernethy Olivier Chapelle Carlos Castillo

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Source URL: airweb.cse.lehigh.edu

Language: English - Date: 2008-05-12 09:34:41
17Statistical natural language processing / Natural language processing / Machine learning / Information retrieval / Latent Dirichlet allocation / Adversarial information retrieval / Spam / Bag of words model / Probabilistic latent semantic analysis / Information science / Science / Artificial intelligence

Latent Dirichlet Allocation in Web Spam Filtering ∗ István Bíró Jácint Szabó András A. Benczúr

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Source URL: airweb.cse.lehigh.edu

Language: English - Date: 2008-05-12 09:34:41
18Linear classifier / Learning classifier system / Concept drift / Malware / Support vector machine / Binary classification / Naive Bayes classifier / Ensemble learning / Pattern recognition / Statistics / Machine learning / Statistical classification

Approaches to Adversarial Drift Alex Kantchelian Sadia Afroz Ling Huang

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Source URL: www.cs.drexel.edu

Language: English - Date: 2013-09-06 17:26:04
19Science / Machine learning / Natural language processing / Data mining / Spam filtering / Adversarial information retrieval / Spam in blogs / Naive Bayes classifier / Spam / Spamming / Internet / Information science

Web Spam Classification: a Few Features Worth More∗ 1 2 Miklós Erdélyi1,2

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Source URL: www.dl.kuis.kyoto-u.ac.jp

Language: English - Date: 2012-04-10 20:34:41
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