Presenter: Kai HuangMonday, July 15th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Network telescopes are ranges of IP addresses with nothing connected. They are contacted by botnets and scanners that look for possible victims. Each telescope exposes a partial view, and merging the information with that coming […]
NIKHIL JHA
14 posts
Presenter: Francesco De SantisMonday, July 1st, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT Despite their success, Large-Language Models (LLMs) still face criticism as their lack of interpretability limits their controllability and reliability. Traditional post-hoc interpretation methods, based on attention and gradient-based analysis, offer limited insight into the […]
Presenter: Riccardo PignariMonday, June 17th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT The field of machine learning is rapidly gaining prominence on the IoT edge device. Within the domain of neuromorphics, the goal is to replicate the capabilities of the human brain and its fundamental processing unit, […]
Presenter: Anne Josiane KouamThursday, June 6th, 2024 10:00 AMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT Fraud within cellular networks poses a persistent and multifaceted challenge. This presentation delves into the intricacies of “international bypass fraud,” a particularly insidious form of deception that extends its impact beyond conventional understanding. Indeed, […]
Presenter: Marco NurissoMonday, May 20th, 2024 5:00 PMLocation: Sala Piccola Polito@Covivio, Corso Ferrucci 112 ABSTRACT The renormalization group (RG) is a pillar of the theory of scaling, scale-invariance, and universality in physics. An RG scheme based on diffusion dynamics was recently introduced for complex networks with dyadic interactions, allowing the […]
Presenter: Tailai SongMonday, May 6th, 2024 5:00 PMLocation: Sala Riunioni 1 DAUIN, PoliTo ABSTRACT In recent years, the modelling of Real-time Transport Protocol (RTP)-based real-time communications (RTC) applications, e.g., video-teleconferencing, has emerged as a pivotal endeavour. The potent Transformer model could be of use on the finest granularity. However, the […]
Presenter: Andrea AvignoneMonday, April 22nd, 2024 5:00 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT The advent of autonomous vehicles stands as a key aspect in the mobility landscape of future smart cities. This evolution requires careful considerations on matters of road safety and seamless integration within mixed traffic environments. […]
Presenter: Luca GioacchiniMonday, April 8th, 2024 5:00 PMLocation: Sala Grande Polito@Covivio, Corso Ferrucci 112 ABSTRACT The advances made by Large Language Models (LLMs) have led to the pursuit of Generative Agents. These are software systems that leverage foundation models like LLMs to perform complex tasks, take decisions, devise multi-steps plans […]
Presenter: Alkis KoudounasMonday, March 11th, 2024 5:00 PMLocation: Sala Piccola Covivio, Corso Ferrucci 112 ABSTRACT Enhancing end-to-end spoken language understanding (E2E SLU) models performance, particularly for voice assistants, poses challenges in interpretability and transparency. Our research, in collaboration with Amazon Alexa AI, investigates the performance of E2E SLU models. We utilize […]
Presenter: Giovanni LivragaMonday, February 26th, 2024 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT Supporting data owners in maintaining full control over their data is a key requirement in scenarios characterized by outsourcing and/or sharing. Not only does it facilitate compliance with regulations and ethical standards – it can […]
Presenter: Alessandro RussoMonday, February 12th, 2024 5:30 PMLocation: Sala Piccola Covivio, Corso Ferrucci 112 ABSTRACT In recent years, Neuro-Symbolic AI (NeSy) techniques, particularly within the Logic Tensor Networks (LTN) framework, have driven significant advancements in Computer Vision by integrating symbolic reasoning within neural networks. This hybrid paradigm holds promise for […]
Presenter: Pierrick LeroyMonday, January 29th, 2024 5:30 PMLocation: Sala Grande Covivio, Corso Ferrucci 112 ABSTRACT A trained (deep) learning model is a sequence of maps and spaces. Data, old and new, are mapped through the model strata from input to output. The main ingredients are a training set of samples […]