Ilias Leontiadis

Luca Melis

Alexandre Sablayrolles

Pierre Stock

CoRR, 2023

2022

DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device.

[BibT_eX]

[DOI]

Mário Almeida

ACM Trans. Embed. Comput. Syst., November, 2022

FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning.

[BibT_eX]

[DOI]

CoRR, 2022

2021

It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation.

[BibT_eX]

[DOI]

Proceedings of the HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications, 2021

FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Smart at what cost?: characterising mobile deep neural networks in the wild.

[BibT_eX]

[DOI]

Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures.

[BibT_eX]

[DOI]

Ioannis Panopoulos

Iakovos S. Venieris

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

A Retrospective Analysis of User Exposure to (Illicit) Cryptocurrency Mining on the Web.

[BibT_eX]

[DOI]

Proceedings of the 4th Network Traffic Measurement and Analysis Conference, 2020

DarkneTZ: towards model privacy at the edge using trusted execution environments.

[BibT_eX]

[DOI]

Fan Mo

Ali Shahin Shamsabadi

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Experience: advanced network operations in (Un)-connected remote communities.

[BibT_eX]

[DOI]

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

SPINN: synergistic progressive inference of neural networks over device and cloud.

[BibT_eX]

[DOI]

Mário Almeida

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Disturbed YouTube for Kids: Characterizing and Detecting Inappropriate Videos Targeting Young Children.

[BibT_eX]

[DOI]

Kostantinos Papadamou

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

A Self-Attentive Emotion Recognition Network.

[BibT_eX]

[DOI]

Harris Partaourides

Kostantinos Papadamou

Nicolas Kourtellis

Sotirios Chatzis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Detecting Cyberbullying and Cyberaggression in Social Media.

[BibT_eX]

[DOI]

Despoina Chatzakou

Jeremy Blackburn

Gianluca Stringhini

Athena Vakali

Nicolas Kourtellis

ACM Trans. Web, 2019

Learning to Listen... On-Device: Present and future perspectives of on-device ASR.

[BibT_eX]

[DOI]

GetMobile Mob. Comput. Commun., 2019

"You Know What to Do": Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks.

[BibT_eX]

[DOI]

Enrico Mariconti

Guillermo Suarez-Tangil

Jeremy Blackburn

Proc. ACM Hum. Comput. Interact., 2019

EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices.

[BibT_eX]

[DOI]

Mário Almeida

CoRR, 2019

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

[BibT_eX]

[DOI]

Kostantinos Papadamou

CoRR, 2019

A Unified Deep Learning Architecture for Abuse Detection.

[BibT_eX]

[DOI]

Antigoni-Maria Founta

Proceedings of the 11th ACM Conference on Web Science, 2019

Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing.

[BibT_eX]

[DOI]

Laurissa N. Tokarchuk

Proceedings of the 1st Workshop on Machine Learning on Edge in Sensor Systems, 2019

Learning from Industrial Ixperimental Research.

[BibT_eX]

[DOI]

Diego Perino

Proceedings of the 13th International Workshop on Wireless Network Testbeds, 2019

A Reality Check on Inference at Mobile Networks Edge.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Edge Systems, Analytics and Networking, 2019

2018

CHIMP: Crowdsourcing Human Inputs for Mobile Phones.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

A First Look at SIM-Enabled Wearables in the Wild.

[BibT_eX]

[DOI]

Kanchana Thilakarathna

Aruna Seneviratne

Proceedings of the Internet Measurement Conference 2018, 2018

Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior.

[BibT_eX]

[DOI]

Antigoni-Maria Founta

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

There goes Wally: Anonymously sharing your location gives you away.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

LOBO: Evaluation of Generalization Deficiencies in Twitter Bot Classifiers.

[BibT_eX]

[DOI]

Juan Echeverría

Proceedings of the 34th Annual Computer Security Applications Conference, 2018

2017

Continual Prediction of Notification Attendance with Classical and Deep Network Approaches.

[BibT_eX]

[DOI]

CoRR, 2017

Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Embedded and Mobile Deep Learning (Deep Learning for Mobile Systems and Applications), 2017

Detecting network performance anomalies with contextual anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Measurement and Networking, 2017

The web centipede: understanding how web communities influence each other through the lens of mainstream and alternative news sources.

[BibT_eX]

[DOI]

Savvas Zannettou

Tristan Caulfield

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.

[BibT_eX]

[DOI]

Gabriel Emile Hine

Jeremiah Onaolapo

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators.

[BibT_eX]

[DOI]

Joan Serrà

Alexandros Karatzoglou

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Abusive Language Online, 2017

2016

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

[BibT_eX]

[DOI]

Gabriel Emile Hine

Jeremiah Onaolapo

CoRR, 2016

Measuring Video QoE from Encrypted Traffic.

[BibT_eX]

[DOI]

Giorgos Dimopoulos

Pere Barlet-Ros

Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

2015

Multi-Context TLS (mcTLS): Enabling Secure In-Network Functionality in TLS.

[BibT_eX]

[DOI]

Pablo Rodríguez Rodríguez

Peter Steenkiste

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Identifying the root cause of video streaming issues on mobile devices.

[BibT_eX]

[DOI]

Giorgos Dimopoulos

Pere Barlet-Ros

Peter Steenkiste

Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014

Smartphone sensing offloading for efficiently supporting social sensing applications.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2014

mPlane: an intelligent measurement plane for the internet.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2014

The architecture of innovation: tracking face-to-face interactions with ubicomp technologies.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Tracking serendipitous interactions: how individual cultures shape the office.

[BibT_eX]

[DOI]

Proceedings of the Computer Supported Cooperative Work, 2014

The Cost of the "S" in HTTPS.

[BibT_eX]

[DOI]

Peter Steenkiste

Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

From Cells to Streets: Estimating Mobile Paths with Cellular-Side Data.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013

Evaluating Temporal Robustness of Mobile Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2013

Applications of Temporal Graph Metrics to Real-World Networks

[BibT_eX]

[DOI]

CoRR, 2013

METIS: Exploring mobile phone sensing offloading for efficiently supporting social sensing applications.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Application Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Mobile Ad Hoc Networking: Cutting Edge Directions, Second Edition, 2013

2012

Don't kill my ads!: balancing privacy in an ad-supported mobile application market.

[BibT_eX]

[DOI]

Proceedings of the 2012 Workshop on Mobile Computing Systems and Applications, 2012

Sense and Sensibility in a Pervasive World.

[BibT_eX]

[DOI]

Proceedings of the Pervasive Computing - 10th International Conference, 2012

SenShare: Transforming Sensor Networks into Multi-application Sensing Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012

2011

On the Effectiveness of an Opportunistic Traffic Management System for Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2011

Understanding robustness of mobile networks through temporal network measures.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

SpotME If You Can: Randomized Responses for Location Obfuscation on Mobile Phones.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

2010

A content dissemination framework for vehicular networking.

[BibT_eX]

[DOI]

PhD thesis, 2010

A shared sensor network infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

Extending Access Point Connectivity through Opportunistic Routing in Vehicular Networks.

[BibT_eX]

[DOI]

Paolo Costa

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

A hybrid approach for content-based publish/subscribe in vehicular networks.

[BibT_eX]

[DOI]

Paolo Costa

Pervasive Mob. Comput., 2009

Persistent Content-based Information Dissemination in Hybrid Vehicular Networks.

[BibT_eX]

[DOI]

Paolo Costa

Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

2007

GeOpps: Geographical Opportunistic Routing for Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Symposium on a World of Wireless, 2007

Opportunistic spatio-temporal dissemination system for vehicular networks.

[BibT_eX]

[DOI]

Proceedings of the 1st international MobiSys workshop on Mobile opportunistic networking, 2007

Publish/subscribe notification middleware for vehicular networks.

[BibT_eX]

[DOI]