User profiles for Runa Bhaumik

Runa Bhaumik

Verified email at uic.edu
Cited by 1149

Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness

B Mobasher, R Burke, R Bhaumik… - ACM Transactions on …, 2007 - dl.acm.org
Publicly accessible adaptive systems such as collaborative recommender systems present
a security problem. Attackers, who cannot be readily distinguished from ordinary users, may …

Redesigning community mental health services for urban children: Supporting schooling to promote mental health.

…, D Lakind, G Cua, R Bhaumik, D Bhaumik - Journal of Consulting …, 2015 - psycnet.apa.org
Objective: This study examined a school-and home-based mental health service model,
Links to Learning, focused on empirical predictors of learning as primary goals for services in …

Innate immunity in the postmortem brain of depressed and suicide subjects: Role of Toll-like receptors

GN Pandey, HS Rizavi, R Bhaumik, X Ren - Brain, behavior, and immunity, 2019 - Elsevier
Abnormalities of Toll-like receptors (TLRs) have been implicated in the pathophysiology of
depression and suicide. Interactions of TLRs with pathogen-associated molecular patterns (…

[HTML][HTML] Analysis of bacterial vaginosis, the vaginal microbiome, and sexually transmitted infections following the provision of menstrual cups in Kenyan schools …

…, G Zulaika, W Agingu, E Nyothach, R Bhaumik… - PLoS …, 2023 - journals.plos.org
Background Nonhygienic products for managing menstruation are reported to cause
reproductive tract infections. Menstrual cups are a potential solution. We assessed whether …

[HTML][HTML] The microbiome composition of a man's penis predicts incident bacterial vaginosis in his female sex partner with high accuracy

…, W Agingu, F Otieno, R Bhaumik, D Bhaumik… - Frontiers in cellular …, 2020 - frontiersin.org
Background: We determined the predictive accuracy of penile bacteria for incident BV in
female sex partners. In this prospective cohort, we enrolled Kenyan men aged 18-35 and their …

[PDF][PDF] A clustering approach to unsupervised attack detection in collaborative recommender systems

R Bhaumik, B Mobasher, R Burke - Proceedings of the International …, 2011 - Citeseer
Securing collaborative filtering systems from malicious attack has become an important
issue with increasing popularity of recommender Systems. Since recommender systems are …

Classification features for attack detection in collaborative recommender systems

…, B Mobasher, C Williams, R Bhaumik - Proceedings of the 12th …, 2006 - dl.acm.org
Collaborative recommender systems are highly vulnerable to attack. Attackers can use
automated means to inject a large number of biased profiles into such a system, resulting in …

Toll-like receptors in the depressed and suicide brain

GN Pandey, HS Rizavi, X Ren, R Bhaumik… - Journal of psychiatric …, 2014 - Elsevier
Abnormalities of the immune function in depression and suicide are based in part on the
observation of increased levels of proinflammatory cytokines in the serum and postmortem …

Attacks and remedies in collaborative recommendation

B Mobasher, R Burke, R Bhaumik… - IEEE Intelligent …, 2007 - ieeexplore.ieee.org
Collaborative-filtering recommender systems are an electronic extension of everyday social
recommendation behavior: people share opinions and decide whether or not to act on the …

[PDF][PDF] Limited knowledge shilling attacks in collaborative filtering systems

R Burke, B Mobasher, R Bhaumik - Proceedings of 3rd international …, 2005 - academia.edu
Recent research in recommender systems has shown that collaborative filtering algorithms
are highly susceptible to attacks that insert biased profile data. Theoretical analyses and …