Nicolas Kourtellis

Orcid: 0000-0002-5674-1698

According to our database1, Nicolas Kourtellis authored at least 126 papers between 2010 and 2024.

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Bibliography

2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition.
CoRR, 2024

Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset.
CoRR, 2024

2023
The Devil is in the Details: Analyzing the Lucrative Ad Fraud Patterns of the Online Ad Ecosystem.
CoRR, 2023

Poster: Sponge ML Model Attacks of Mobile Apps.
CoRR, 2023

Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News Sites.
Proceedings of the ACM Web Conference 2023, 2023

Privacy-Preserving Online Content Moderation with Federated Learning.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Privacy-Preserving Online Content Moderation: A Federated Learning Use Case.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

The Hitchhiker's Guide to Facebook Web Tracking with Invisible Pixels and Click IDs.
Proceedings of the ACM Web Conference 2023, 2023

Sponge ML Model Attacks of Mobile Apps.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

A longitudinal study of the top 1% toxic Twitter profiles.
Proceedings of the 15th ACM Web Science Conference 2023, 2023

Graph Analysis of Blockchain P2P Overlays and Their Security Implications.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

Resilience of Blockchain Overlay Networks.
Proceedings of the Network and System Security - 17th International Conference, 2023

Not only E.T. Phones Home: Analysing the Native User Tracking of Mobile Browsers.
Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities.
Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

On mission Twitter Profiles: A Study of Selective Toxic Behavior.
Proceedings of the IEEE International Conference on Big Data, 2023

Exploring the Distinctive Tweeting Patterns of Toxic Twitter Users.
Proceedings of the IEEE International Conference on Big Data, 2023

FNDaaS: Content-agnostic Detection of Websites Distributing Fake News.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
On the Aggression Diffusion Modeling and Minimization in Twitter.
ACM Trans. Web, 2022

A survey on privacy for B5G/6G: New privacy challenges, and research directions.
J. Ind. Inf. Integr., 2022

A PIMS Development Kit for New Personal Data Platforms.
IEEE Internet Comput., 2022

A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks.
CoRR, 2022

FNDaaS: Content-agnostic Detection of Fake News sites.
CoRR, 2022

Hierarchical Federated Learning with Privacy.
CoRR, 2022

A Survey on Privacy for B5G/6G: New Privacy Goals, Challenges, and Research Directions.
CoRR, 2022

A deep dive into the consistently toxic 1% of Twitter.
CoRR, 2022

Privacy-preserving AI for future networks.
Commun. ACM, 2022

Leveraging Google's Publisher-Specific IDs to Detect Website Administration.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

FLaaS - practical federated learning as a service for mobile applications.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

I call BS: Fraud Detection in Crowdfunding Campaigns.
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

YouTubers Not madeForKids: Detecting Channels Sharing Inappropriate Videos Targeting Children.
Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Measuring the (Over)use of Service Workers for In-Page Push Advertising Purposes.
Proceedings of the Passive and Active Measurement - 23rd International Conference, 2022

FLaaS - enabling practical federated learning on mobile environments.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2021
PPFL: Enhancing Privacy in Federated Learning with Confidential Computing.
GetMobile Mob. Comput. Commun., 2021

YourAdvalue: Measuring Advertising Price Dynamics without Bankrupting User Privacy.
Proc. ACM Meas. Anal. Comput. Syst., 2021

Modeling aggression propagation on social media.
Online Soc. Networks Media, 2021

Be Daring to Push your Ads Forward: Measuring the (Over)use of Service Workers for Advertising Purposes.
CoRR, 2021

A First Look into the Structural Properties and Resilience of Blockchain Overlays.
CoRR, 2021

YouTubing at Home: Media Sharing Behavior Change as Proxy for MobilityAround COVID-19 Lockdowns.
CoRR, 2021

User Tracking in the Post-cookie Era: How Websites Bypass GDPR Consent to Track Users.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Differential Tracking Across Topical Webpages of Indian News Media.
Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns.
Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

The Rise and Fall of Fake News sites: A Traffic Analysis.
Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021

PPFL: privacy-preserving federated learning with trusted execution environments.
Proceedings of the MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services, Virtual Event, Wisconsin, USA, 24 June, 2021

Under the Spotlight: Web Tracking in Indian Partisan News Websites.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Catching them red-handed: Real-time Aggression Detection on Social Media.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources: The ACCORDION Vision.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

S2CE: a hybrid cloud and edge orchestrator for mining exascale distributed streams.
Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

2020
On the Aggression Diffusion Modeling and Minimization in Online Social Networks.
CoRR, 2020

Angry Birds Flock Together: Aggression Propagation on Social Media.
CoRR, 2020

Stop tracking me Bro! Differential Tracking of User Demographics on Hyper-Partisan Websites.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Clash of the Trackers: Measuring the Evolution of the Online Tracking Ecosystem.
Proceedings of the 4th Network Traffic Measurement and Analysis Conference, 2020

Disturbed YouTube for Kids: Characterizing and Detecting Inappropriate Videos Targeting Young Children.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

A Self-Attentive Emotion Recognition Network.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

FLaaS: Federated Learning as a Service.
Proceedings of the DistributedML@CoNEXT 2020: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020

Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning.
Proceedings of the CCSW'20, 2020

A Streaming Machine Learning Framework for Online Aggression Detection on Twitter.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Detecting Cyberbullying and Cyberaggression in Social Media.
ACM Trans. Web, 2019

"You Know What to Do": Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks.
Proc. ACM Hum. Comput. Interact., 2019

The Web of False Information: Rumors, Fake News, Hoaxes, Clickbait, and Various Other Shenanigans.
ACM J. Data Inf. Qual., 2019

Clash of the Trackers: Measuring the Evolution of the Online Tracking Ecosystem.
CoRR, 2019

Measuring ad value without bankrupting user privacy.
CoRR, 2019

Disturbed YouTube for Kids: Characterizing and Detecting Disturbing Content on YouTube.
CoRR, 2019

Cookie Synchronization: Everything You Always Wanted to Know But Were Afraid to Ask.
Proceedings of the World Wide Web Conference, 2019

A Unified Deep Learning Architecture for Abuse Detection.
Proceedings of the 11th ACM Conference on Web Science, 2019


TALON: An Automated Framework for Cross-Device Tracking Detection.
Proceedings of the 22nd International Symposium on Research in Attacks, 2019

No More Chasing Waterfalls: A Measurement Study of the Header Bidding Ad-Ecosystem.
Proceedings of the Internet Measurement Conference, 2019

Beyond content analysis: detecting targeted ads via distributed counting.
Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, 2019

2018
Cross-Device Tracking: Systematic Method to Detect and Measure CDT.
CoRR, 2018

Large-Scale Learning from Data Streams with Apache SAMOA.
CoRR, 2018

From risk factors to detection and intervention: a practical proposal for future work on cyberbullying.
Behav. Inf. Technol., 2018

The Cost of Digital Advertisement: Comparing User and Advertiser Views.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Automated Measurements of Cross-Device Tracking.
Proceedings of the Information and Operational Technology Security Systems, 2018

Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Exclusive: How the (synced) Cookie Monster breached my encrypted VPN session.
Proceedings of the 11th European Workshop on Systems Security, 2018

There goes Wally: Anonymously sharing your location gives you away.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

LOBO: Evaluation of Generalization Deficiencies in Twitter Bot Classifiers.
Proceedings of the 34th Annual Computer Security Applications Conference, 2018

2017
The good, the bad and the deviant in community question answering.
Online Soc. Networks Media, 2017

Computing the advertising value of users by tapping on RTB.
CoRR, 2017

Load Balancing for Skewed Streams on Heterogeneous Cluster.
CoRR, 2017

Measuring #GamerGate: A Tale of Hate, Sexism, and Bullying.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Detecting Aggressors and Bullies on Twitter.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Mean Birds: Detecting Aggression and Bullying on Twitter.
Proceedings of the 2017 ACM on Web Science Conference, 2017

The web centipede: understanding how web communities influence each other through the lens of mainstream and alternative news sources.
Proceedings of the 2017 Internet Measurement Conference, 2017

If you are not paying for it, you are the product: how much do advertisers pay to reach you?
Proceedings of the 2017 Internet Measurement Conference, 2017

Kek, Cucks, and God Emperor Trump: A Measurement Study of 4chan's Politically Incorrect Forum and Its Effects on the Web.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Hate is not Binary: Studying Abusive Behavior of #GamerGate on Twitter.
Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
A Longitudinal Measurement Study of 4chan's Politically Incorrect Forum and its Effect on the Web.
CoRR, 2016

The power of indirect ties.
Comput. Commun., 2016

Analyzing Big Data Streams with Apache SAMOA.
Proceedings of the Behavioral Analytics in Social and Ubiquitous Environments, 2016

Pinning Alone? A Study of the Role of Social Ties on Pinterest.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

When two choices are not enough: Balancing at scale in Distributed Stream Processing.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

VHT: Vertical hoeffding tree.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Special Issue on Foundations of Social Computing: Enabling Social Applications via Decentralized Social Data Management.
ACM Trans. Internet Techn., 2015

Scalable Online Betweenness Centrality in Evolving Graphs.
IEEE Trans. Knowl. Data Eng., 2015

The Minimum Wiener Connector.
CoRR, 2015

Partial Key Grouping: Load-Balanced Partitioning of Distributed Streams.
CoRR, 2015

The Social World of Content Abusers in Community Question Answering.
Proceedings of the 24th International Conference on World Wide Web, 2015

The Minimum Wiener Connector Problem.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Socially-aware distributed hash tables for decentralized online social networks.
Proceedings of the 2015 IEEE International Conference on Peer-to-Peer Computing, 2015

Dynamic Matrix Factorization with Priors on Unknown Values.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

The power of both choices: Practical load balancing for distributed stream processing engines.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Cultures in Community Question Answering.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Privacy Concerns vs. User Behavior in Community Question Answering.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Leveraging Peer Centrality in the Designof Socially-Informed Peer-to-Peer Systems.
IEEE Trans. Parallel Distributed Syst., 2014

Cheating in Online Games: A Social Network Perspective.
ACM Trans. Internet Techn., 2014

The power of indirect social ties.
CoRR, 2014

The Influence of Indirect Ties on Social Network Dynamics.
Proceedings of the Social Informatics, 2014

The power of indirect ties in friend-to-friend storage systems.
Proceedings of the 14th IEEE International Conference on Peer-to-Peer Computing, 2014

Stock trade volume prediction with Yahoo Finance user browsing behavior.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Identifying high betweenness centrality nodes in large social networks.
Soc. Netw. Anal. Min., 2013

2012
On the Design of Socially-Aware Distributed Systems.
PhD thesis, 2012

The Social Hourglass: An Infrastructure for Socially Aware Applications and Services.
IEEE Internet Comput., 2012

Enabling Social Applications via Decentralized Social Data Management
CoRR, 2012

Data Survivability in Networks of Mobile Robots in Urban Disaster Environments
CoRR, 2012

Leveraging Peer Centrality in the Design of Socially-Informed Peer-to-Peer Systems
CoRR, 2012

Branded with a scarlet "C": cheaters in a gaming social network.
Proceedings of the 21st World Wide Web Conference 2012, 2012

2011
Cheaters in a gaming social network.
SIGMETRICS Perform. Evaluation Rev., 2011

Cheaters in the Steam Community Gaming Social Network
CoRR, 2011

Vulnerability in socially-informed peer-to-peer systems.
Proceedings of the 4th Workshop on Social Network Systems, 2011

K-path centrality: a new centrality measure in social networks.
Proceedings of the 4th Workshop on Social Network Systems, 2011

Inferring peer centrality in socially-informed peer-to-peer systems.
Proceedings of the 2011 IEEE International Conference on Peer-to-Peer Computing, 2011

2010
On managing social data for enabling socially-aware applications and services.
Proceedings of the 3rd Workshop on Social Network Systems, Paris, France, April 13, 2010, 2010

Prometheus: User-Controlled P2P Social Data Management for Socially-Aware Applications.
Proceedings of the Middleware 2010 - ACM/IFIP/USENIX 11th International Middleware Conference, Bangalore, India, November 29, 2010


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