Precis: a concise summary of essential points, statements, or facts Info This webpage contains additional material on the paper: LogPrecis: Unleashing Language Models for Automated Malicious Log Analysis Abstract Security logs are the key to understanding attacks and diagnosing vulnerabilities. Often coming in the form of text logs, their analysis […]
MATTEO BOFFA
14 posts
Presenter: Elena SabbioniMonday, July 10th, 2023 17:30Location: SmartData@Covivio RNA velocity is a biological quantity related to the evolution of cells at different stages of maturity and can be used to interpret cellular differentiation. The mathematical model behind this quantity describes the biological transformation from DNA to RNA, which can be […]
Presenter: Luca PianoMonday, June 26th, 2023 17:30Location: SmartData@Covivio Deep neural networks are commonly used in various applications, but they are still vulnerable to out-of-distribution (OOD) samples, which are drawn from a different distribution than the one used during training. One approach to address this issue is using techniques to detect […]
Author: Nikhil Jha Third-party cookies have been a core pillar in Interest-Based Advertising (IBA). Their use allowed advertisers to build profiles of users surfing the web, in order to offer them advertisements tailored to their interests.Privacy advocates have long criticized the use of third-party cookies, forcing legislators to take action, […]
Presenter: Federico CeruttiWednesday, June 21st, 2023 11:00Location: Sala Maxwell, 5th floor Corso Castelfidardo 34 ABSTRACT When collaborating with an AI system, we must assess when to trust its recommendations. Suppose we mistakenly trust it in regions where it is likely to err. In that case, catastrophic failures may occur, hence […]
Presenter: Philippe BichMonday, May 29th, 2023 17:30Location: SmartData@Covivio The growing interest in Internet of Things (IoT) and mobile Artificial Intelligence (AI) applications is driving research into Deep Neural Networks (DNNs) that can operate efficiently on low-resource/energy devices at the edge. However, the limited computational resources typically available in edge devices […]
Presenter: Tailai SongMonday, May 15th, 2023 18:00Location: SmartData@Covivio Real-time communication (RTC) platforms have undergone a consistent increase in popularity in recent years, and nowadays, they are fundamental for both work and leisure purposes. To ensure adequate Quality of Experience (QoE) for users of RTC services, we need proper traffic management […]
Presenter: Gabriele CiravegnaMonday, April 17th, 2023 17:30Location: SmartData@Covivio Deploying AI-powered systems requires trustworthy models supporting effective human interactions, going beyond raw prediction accuracy. Concept bottleneck models promote trustworthiness by conditioning classification tasks on an intermediate level of human-like concepts. This enables human interventions which can correct mispredicted concepts to improve […]
Presenter: Alfonso Capozzoli & Marco Savino PriscitelliMonday, April 3rd, 2023 16:00Location: SmartData@Covivio In the last few years, the increasing widespread use of IoT sensors in buildings for the pervasive monitoring of energy-related data, has led to an unprecedented acquisition of reliable and accessible knowledge related to the actual performance of […]
Presenter: Bartolomeo VacchettiMonday, March 20th, 2023 17:30Location: SmartData@Covivio Video is the most widely used media format. Automating the editing process would impact many areas, from the film industry to social media content. The editing process defines the structure of a video. In this paper, we present a new method to […]
Presenter: Enrico BibbonaMonday, March 6th, 2023 17:00Location: SmartData@Covivio We propose a hierarchical Bayesian model to infer RNA synthesis, processing, and degradation rates from sequencing data, based on an ordinary differential equation system that models the RNA life cycle.We parametrize the latent kinetic rates, that rule the system, with a novel […]
This webpage contains additional material on the paper: “Towards NLP-based Processing of Honeypot Logs” Published in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) The data You can find the data on this link: Cowrie_Data Each line represents an interaction between Cowrie and the attacker. The column “session_id” […]