Nina Taft

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 12

Top Topics

Predictive Analytics

Privacy Preserving

Top Venues

USENIX Security Symposium

IEEE Symposium on Security and Privacy

Publications

Omer Akgul, Sai Teja Peddinti, Nina Taft, Michelle L. Mazurek, Hamza Harkous, Animesh Srivastava, Benoit Seguin
A Decade of Privacy-Relevant Android App Reviews: Large Scale Trends. USENIX Security Symposium (2024)
Omer Akgul, Sai Teja Peddinti, Nina Taft, Michelle L. Mazurek, Hamza Harkous, Animesh Srivastava, Benoit Seguin
A Decade of Privacy-Relevant Android App Reviews: Large Scale Trends. CoRR (2024)
Hamza Harkous, Sai Teja Peddinti, Rishabh Khandelwal, Animesh Srivastava, Nina Taft
Hark: A Deep Learning System for Navigating Privacy Feedback at Scale. IEEE Symposium on Security and Privacy (2022)
Mahadev Satyanarayanan, Nigel Davies, Nina Taft
Balancing privacy and serendipity in cyberspace. HotMobile (2022)
Preksha Nema, Pauline Anthonysamy, Nina Taft, Sai Teja Peddinti
Analyzing User Perspectives on Mobile App Privacy at Scale. ICSE (2022)
Weicheng Cao, Chunqiu Xia, Sai Teja Peddinti, David Lie, Nina Taft, Lisa M. Austin
A Large Scale Study of User Behavior, Expectations and Engagement with Android Permissions. USENIX Security Symposium (2021)
Igor Bilogrevic, Balazs Engedy, Judson L. Porter III, Nina Taft, Kamila Hasanbega, Andrew Paseltiner, Hwi Kyoung Lee, Edward Jung, Meggyn Watkins, P. J. McLachlan, Jason James
"Shhh...be quiet!" Reducing the Unwanted Interruptions of Notification Permission Prompts on Chrome. USENIX Security Symposium (2021)
Sai Teja Peddinti, Igor Bilogrevic, Nina Taft, Martin Pelikan, Úlfar Erlingsson, Pauline Anthonysamy, Giles Hogben
Reducing Permission Requests in Mobile Apps. Internet Measurement Conference (2019)
Bram Bonné, Sai Teja Peddinti, Igor Bilogrevic, Nina Taft
Exploring decision making with Android's runtime permission dialogs using in-context surveys. SOUPS (2017)
Nigel Davies, Nina Taft, Mahadev Satyanarayanan, Sarah Clinch, Brandon Amos
Privacy Mediators: Helping IoT Cross the Chasm. HotMobile (2016)
Jeffrey Warshaw, Nina Taft, Allison Woodruff
Intuitions, Analytics, and Killing Ants: Inference Literacy of High School-educated Adults in the US. SOUPS (2016)
Stefan Dernbach, Nina Taft, Jim Kurose, Udi Weinsberg, Christophe Diot, Azin Ashkan
Cache content-selection policies for streaming video services. INFOCOM (2016)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
Managing Your Private and Public Data: Bringing Down Inference Attacks Against Your Privacy. IEEE J. Sel. Top. Signal Process. 9 (7) (2015)
Kartik Nayak, Xiao Shaun Wang, Stratis Ioannidis, Udi Weinsberg, Nina Taft, Elaine Shi
GraphSC: Parallel Secure Computation Made Easy. IEEE Symposium on Security and Privacy (2015)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
Managing your Private and Public Data: Bringing down Inference Attacks against your Privacy. CoRR (2014)
Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft
Recommending with an agenda: active learning of private attributes using matrix factorization. RecSys (2014)
Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft
Privacy Tradeoffs in Predictive Analytics. CoRR (2014)
Salman Salamatian, Nadia Fawaz, Branislav Kveton, Nina Taft
SPPM: Sparse Privacy Preserving Mappings. UAI (2014)
Stratis Ioannidis, Andrea Montanari, Udi Weinsberg, Smriti Bhagat, Nadia Fawaz, Nina Taft
Privacy tradeoffs in predictive analytics. SIGMETRICS (2014)
John Mark Agosta, Jaideep Chandrashekar, Mark Crovella, Nina Taft, Daniel Ting
Mixture models of endhost network traffic. INFOCOM (2013)
Valeria Nikolaenko, Udi Weinsberg, Stratis Ioannidis, Marc Joye, Dan Boneh, Nina Taft
Privacy-Preserving Ridge Regression on Hundreds of Millions of Records. IEEE Symposium on Security and Privacy (2013)
Salman Salamatian, Amy Zhang, Flávio du Pin Calmon, Sandilya Bhamidipati, Nadia Fawaz, Branislav Kveton, Pedro Oliveira, Nina Taft
How to hide the elephant- or the donkey- in the room: Practical privacy against statistical inference for large data. GlobalSIP (2013)
Diana Joumblatt, Jaideep Chandrashekar, Branislav Kveton, Nina Taft, Renata Teixeira
Predicting user dissatisfaction with Internet application performance at end-hosts. INFOCOM (2013)
Valeria Nikolaenko, Stratis Ioannidis, Udi Weinsberg, Marc Joye, Nina Taft, Dan Boneh
Privacy-preserving matrix factorization. CCS (2013)
Jean Bolot, Nadia Fawaz, S. Muthukrishnan, Aleksandar Nikolov, Nina Taft
Private decayed predicate sums on streams. ICDT (2013)
Smriti Bhagat, Udi Weinsberg, Stratis Ioannidis, Nina Taft
Recommending with an Agenda: Active Learning of Private Attributes using Matrix Factorization. CoRR (2013)
Udi Weinsberg, Qingxi Li, Nina Taft, Athula Balachandran, Vyas Sekar, Gianluca Iannaccone, Srinivasan Seshan
CARE: content aware redundancy elimination for challenged networks. HotNets (2012)
Udi Weinsberg, Athula Balachandran, Nina Taft, Gianluca Iannaccone, Vyas Sekar, Srinivasan Seshan
CARE: Content Aware Redundancy Elimination for Disaster Communications on Damaged Networks CoRR (2012)
Diana Joumblatt, Oana Goga, Renata Teixeira, Jaideep Chandrashekar, Nina Taft
Characterizing end-host application performance across multiple networking environments. INFOCOM (2012)
Asher Levi, Osnat Mokryn, Christophe Diot, Nina Taft
Finding a needle in a haystack of reviews: cold start context-based hotel recommender system. RecSys (2012)
John Mark Agosta, Jaideep Chandrashekar, Mark Crovella, Nina Taft, Daniel Ting
Mixture Models of Endhost Network Traffic CoRR (2012)
Asher Levi, Osnat Mokryn, Christophe Diot, Nina Taft
Finding a needle in a haystack of reviews: cold start context-based hotel recommender system demo. RecSys (2012)
Benjamin I. P. Rubinstein, Peter L. Bartlett, Ling Huang, Nina Taft
Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning. J. Priv. Confidentiality 4 (1) (2012)
Udi Weinsberg, Smriti Bhagat, Stratis Ioannidis, Nina Taft
BlurMe: inferring and obfuscating user gender based on ratings. RecSys (2012)
Diana Joumblatt, Renata Teixeira, Jaideep Chandrashekar, Nina Taft
Performance of networked applications: the challenges in capturing the user's perception. W-MUST@SIGCOMM (2011)
Jean Bolot, Nadia Fawaz, S. Muthukrishnan, Aleksandar Nikolov, Nina Taft
Private Decayed Sum Estimation under Continual Observation CoRR (2011)
Diana Joumblatt, Renata Teixeira, Jaideep Chandrashekar, Nina Taft
Perspectives on tracing end-hosts: a survey summary. Comput. Commun. Rev. 40 (2) (2010)
Diana Joumblatt, Renata Teixeira, Jaideep Chandrashekar, Nina Taft
HostView: annotating end-host performance measurements with user feedback. SIGMETRICS Perform. Evaluation Rev. 38 (3) (2010)
Fernando Silveira, Christophe Diot, Nina Taft, Ramesh Govindan
ASTUTE: detecting a different class of traffic anomalies. SIGCOMM (2010)
Kevin R. Fall, Gianluca Iannaccone, Jayanthkumar Kannan, Fernando Silveira, Nina Taft
A disruption-tolerant architecture for secure and efficient disaster response communications. ISCRAM (2010)
Fernando Silveira, Christophe Diot, Nina Taft, Ramesh Govindan
Detecting traffic anomalies using an equilibrium property. SIGMETRICS (2010)
Benjamin I. P. Rubinstein, Peter L. Bartlett, Ling Huang, Nina Taft
Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning CoRR (2009)
Dhiman Barman, Jaideep Chandrashekar, Nina Taft, Michalis Faloutsos, Ling Huang, Frédéric Giroire
Impact of IT monoculture on behavioral end host intrusion detection. WREN (2009)
Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Satish Rao, Nina Taft, J. D. Tygar
ANTIDOTE: understanding and defending against poisoning of anomaly detectors. Internet Measurement Conference (2009)
Frédéric Giroire, Jaideep Chandrashekar, Nina Taft, Eve M. Schooler, Dina Papagiannaki
Exploiting Temporal Persistence to Detect Covert Botnet Channels. RAID (2009)
Sergiu Nedevschi, Jaideep Chandrashekar, Junda Liu, Bruce Nordman, Sylvia Ratnasamy, Nina Taft
Skilled in the Art of Being Idle: Reducing Energy Waste in Networked Systems. NSDI (2009)
Lucian Popa, Byung-Gon Chun, Ion Stoica, Jaideep Chandrashekar, Nina Taft
Macroscope: end-point approach to networked application dependency discovery. CoNEXT (2009)
Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Satish Rao, Nina Taft, J. D. Tygar
Stealthy poisoning attacks on PCA-based anomaly detectors. SIGMETRICS Perform. Evaluation Rev. 37 (2) (2009)
Ling Huang, Donghui Yan, Michael I. Jordan, Nina Taft
Spectral Clustering with Perturbed Data. NIPS (2008)
Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Nina Taft, J. Doug Tygar
Evading Anomaly Detection through Variance Injection Attacks on PCA. RAID (2008)
Frédéric Giroire, Jaideep Chandrashekar, Gianluca Iannaccone, Konstantina Papagiannaki, Eve M. Schooler, Nina Taft
The Cubicle vs. The Coffee Shop: Behavioral Modes in Enterprise End-Users. PAM (2008)
Saikat Guha, Jaideep Chandrashekar, Nina Taft, Konstantina Papagiannaki
How healthy are today's enterprise networks? Internet Measurement Conference (2008)
Ram Keralapura, Chen-Nee Chuah, Nina Taft, Gianluca Iannaccone
Race conditions in coexisting overlay networks. IEEE/ACM Trans. Netw. 16 (1) (2008)
Antonio Nucci, Supratik Bhattacharyya, Nina Taft, Christophe Diot
IGP link weight assignment for operational Tier-1 backbones. IEEE/ACM Trans. Netw. 15 (4) (2007)
Joseph M. Hellerstein, Tyson Condie, Minos N. Garofalakis, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Nina Taft
Public Health for the Internet (PHI). CIDR (2007)
Ling Huang, XuanLong Nguyen, Minos N. Garofalakis, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Nina Taft
Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM (2007)
Ling Huang, Minos N. Garofalakis, Anthony D. Joseph, Nina Taft
Communication-Efficient Tracking of Distributed Cumulative Triggers. ICDCS (2007)
Thomas Karagiannis, Konstantina Papagiannaki, Nina Taft, Michalis Faloutsos
Profiling the End Host. PAM (2007)
Augustin Soule, Antonio Nucci, Rene L. Cruz, Emilio Leonardi, Nina Taft
Estimating dynamic traffic matrices by using viable routing changes. IEEE/ACM Trans. Netw. 15 (3) (2007)
Farinaz Koushanfar, Nina Taft, Miodrag Potkonjak
Sleeping Coordination for Comprehensive Sensing Using Isotonic Regression and Domatic Partitions. INFOCOM (2006)
Gang Liang, Nina Taft, Bin Yu
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. IEEE Trans. Inf. Theory 52 (6) (2006)
Ling Huang, XuanLong Nguyen, Minos N. Garofalakis, Michael I. Jordan, Anthony D. Joseph, Nina Taft
In-Network PCA and Anomaly Detection. NIPS (2006)
Vijay Erramilli, Mark Crovella, Nina Taft
An independent-connection model for traffic matrices. Internet Measurement Conference (2006)
Ling Huang, Minos N. Garofalakis, Joseph M. Hellerstein, Anthony D. Joseph, Nina Taft
Toward sophisticated detection with distributed triggers. MineNet (2006)
Antonio Nucci, Ashwin Sridharan, Nina Taft
The problem of synthetically generating IP traffic matrices: initial recommendations. Comput. Commun. Rev. 35 (3) (2005)
Antonio Nucci, Nina Taft, Patrick Thiran, Hui Zang, Christophe Diot
Increasing the Link Utilization in IP over WDM Networks Using Availability as QoS. Photonic Netw. Commun. 9 (1) (2005)
Ram Keralapura, Chen-Nee Chuah, Nina Taft, Gianluca Iannaccone
Can coexisting overlays inadvertently step on each other? ICNP (2005)
Augustin Soule, Anukool Lakhina, Nina Taft, Konstantina Papagiannaki, Kavé Salamatian, Antonio Nucci, Mark Crovella, Christophe Diot
Traffic matrices: balancing measurements, inference and modeling. SIGMETRICS (2005)
Augustin Soule, Kavé Salamatian, Nina Taft
Combining Filtering and Statistical Methods for Anomaly Detection. Internet Measurement Conference (2005)
Augustin Soule, Kavé Salamatian, Antonio Nucci, Nina Taft
Traffic matrix tracking using Kalman filters. SIGMETRICS Perform. Evaluation Rev. 33 (3) (2005)
Konstantina Papagiannaki, Nina Taft, Zhi-Li Zhang, Christophe Diot
Long-term forecasting of Internet backbone traffic. IEEE Trans. Neural Networks 16 (5) (2005)
Gang Liang, Bin Yu, Nina Taft
Maximum entropy models: convergence rates and applications in dynamic system monitoring. ISIT (2004)
Konstantina Papagiannaki, Nina Taft, Christophe Diot
Impact of Flow Dynamics on Traffic Engineering Design Principles. INFOCOM (2004)
Augustin Soule, Antonio Nucci, Rene L. Cruz, Emilio Leonardi, Nina Taft
How to identify and estimate the largest traffic matrix elements in a dynamic environment. SIGMETRICS (2004)
A. Oveissian, Kavé Salamatian, Augustin Soule, Nina Taft
Fast Flow Classification over Internet. CNSR (2004)
Ram Keralapura, Nina Taft, Gianluca Iannaccone, Chen-Nee Chuah
Can ISPs and Overlay Networks Form a Synergistic Co-existence? DSOM (2004)
Anukool Lakhina, Konstantina Papagiannaki, Mark Crovella, Christophe Diot, Eric D. Kolaczyk, Nina Taft
Structural analysis of network traffic flows. SIGMETRICS (2004)
Antonio Nucci, Nina Taft, Chadi Barakat, Patrick Thiran
Controlled use of excess backbone bandwidth for providing new services in IP-over-WDM networks. IEEE J. Sel. Areas Commun. 22 (9) (2004)
Augustin Soule, Kavé Salamatian, Nina Taft, Richard Emilion, Konstantina Papagiannaki
Flow classification by histograms: or how to go on safari in the internet. SIGMETRICS (2004)
Konstantina Papagiannaki, Nina Taft, Anukool Lakhina
A distributed approach to measure IP traffic matrices. Internet Measurement Conference (2004)
Antonio Nucci, Rene L. Cruz, Nina Taft, Christophe Diot
Design of IGP Link Weights for Estimation of Traffic Matrices. INFOCOM (2004)
Frédéric Giroire, Antonio Nucci, Nina Taft, Christophe Diot
Increasing the Robustness of IP Backbones in the Absence of Optical Level Protection. INFOCOM (2003)
Sundar Iyer, Supratik Bhattacharyya, Nina Taft, Christophe Diot
An approach to alleviate link overload as observed on an IP backbone. INFOCOM (2003)
Konstantina Papagiannaki, Nina Taft, Zhi-Li Zhang, Christophe Diot
Long-Term Forecasting of Internet Backbone Traffic: Observations and Initial Models. INFOCOM (2003)
Mathilde Durvy, Christophe Diot, Nina Taft, Patrick Thiran
Network Availability Based Service Differentiation. IWQoS (2003)
Konstantina Papagiannaki, Nina Taft, Supratik Bhattacharyya, Patrick Thiran, Kavé Salamatian, Christophe Diot
A pragmatic definition of elephants in internet backbone traffic. Internet Measurement Workshop (2002)
Supratik Bhattacharyya, Christophe Diot, Nina Taft, Jorjeta G. Jetcheva
Geographical and temporal characteristics of inter-POP flows: View from a single pop. Eur. Trans. Telecommun. 13 (1) (2002)
Alberto Medina, Nina Taft, Kavé Salamatian, Supratik Bhattacharyya, Christophe Diot
Traffic matrix estimation: existing techniques and new directions. SIGCOMM (2002)
Patrick Thiran, Nina Taft, Christophe Diot, Hui Zang, Robert Mac Donald
A Protection-Based Approach to QoS in Packet over Fiber Networks. IWDC (2001)