Presenter: Rodolfo ValentimMonday, December 19th, 2022 17:00Location: SmartData@Covivio Current solutions to tackle phishing employ blocklists that are built from user reports or automatic approaches. They, however, fall short in detecting zero-day phishing attacks. We propose the use of data-driven systems to automate the generation of new squatting candidates starting from […]
Yearly Archives: 2022
21 posts
Presenter: Andrea CavalloMonday, December 5th, 2022 17:00Location: SmartData@Covivio Graph Neural Networks (GNNs) achieve state-of-the-art performance on several tasks on graph-structured data. Their success is related to their capability to generate embeddings that model the entire neighborhood of a node, instead of just the node itself. This approach is very effective on homophilous graphs, i.e. […]
This webpage contains additional material on the paper: “Where did my packet go? Real-time prediction of losses in networks” Currently under revision The data You can find the dataset on this link: RTP traffic losses data where the column “lossOrNot” is the target variable, the column “num_packet_loss” is the number […]
In this webpage, you can find the dataset we used in the paper: “A First Look at Starlink Performance” François Michel, Martino Trevisan, Danilo Giordano, Olivier Bonaventure. To Appear on the 2021 ACM Internet Measurement Conference. Summary With new Low Earth Orbit satellite constellations such as Starlink, satellite-based Internet access […]
This repository contains data and information regarding the papers: L. Vassio, M. Garetto, C. Chiasserini, and E. Leonardi. Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram. 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2021. DOI: 10.1145/3487351.3488340 L. Vassio, M. […]
Presenter: Anna Maria MandalariWednesday, July 5th, 2022 11:00Location: SmartData@Covivio We are seeing an increasing abundance of potentially intrusive and privacy-invasive IoT devices in our lives, from smart city projects to the connected home. In this talk, I will explore my longer-term research vision toward building an IoT user-centred ecosystem which […]
This year SmartData@PoliTO will contribute to the ADBIS 2022 conference as sponsor by offering 4 registrations to promote the presentation of research on database theory, development of advanced DBMS technologies and solutions for data engineering and analytics, and their advanced applications. Looking forward to listen exciting presentations!
Presenter: Tiziano BianchiWednesday, June 22nd, 2022 17:00Location: SmartData@Covivio Deep networks have shown remarkable performance in complex visual and classification tasks. However, their use in security sensitive applications raises serious concerns, as they can be targeted by adversaries. One of the most severe threats is represented by adversarial perturbations, a collection […]
Presenter: Guido Marchetto and Alessio SaccoWednesday, June 8th, 2022 17:00Location: SmartData@Covivio Recent management and orchestration approaches for softwarized networks employ Artificial Intelligence (AI) and Machine Learning (ML) to further reduce reaction time and improve the accuracy of decisions, while automating network operations to ultimately facilitate the deployment of new interactive […]
Presenter: Andrea De MartinoWednesday, May 25th, 2022 17:00Location: SmartData@Covivio Intracellular metabolic activity (e.g. reaction fluxes and metabolite levels) is largely inaccessible to experiments. I will describe recent work aimed at constructing generative models of cellular metabolism through statistical inference from empirical data. After motivating why this problem is worth the […]
Presenter: Jost von HardenbergWednesday, May 11th, 2022 17:00Location: SmartData@Covivio Numerical global climate modelling with Earth-system models is currently one of the main tools available for studying processes and feedbacks at work in the climate system, attribution of climate change, projection of future climate change scenarios and the development and planning […]
Presenter: Luca ColombaMonday, April 27th, 2022 17:00Location: SmartData@Covivio Clustering is among the most popular unsupervised data mining tasks. Within the years, density-based clustering algorithms proved to be one of the most prominent strategies to identify clusters and noisy points. Such methodology encompasses a large variety of clustering algorithms that focus […]