11 citations · 12 across the 4 of their papers we have counts for
7 papers
Walking the Embedding Space: Datastore Extraction from Multimodal RAG
Maria Carmen Jica, Ali Satvaty, Suzan Verberne +1
Multimodal Retrieval-Augmented Generation (MRAG) has emerged as a reliable and cost-effective technique of grounding the generative capabilities of Multimodal Large Language Models…
TraceLib: System-Call Bitmap Feedback Mechanism for Language-Agnostic Web Fuzzing
I Putu Arya Dharmaadi, Elias Athanasopoulos, Fatih Turkmen
Coverage feedback is an important source of guidance for fuzzing. However, obtaining such feedback normally requires application-level instrumentation that is specific to the langu…
Emerging Threats and Countermeasures in Neuromorphic Systems: A Survey
Pablo Sorrentino, Stjepan Picek, Ihsen Alouani +5
Neuromorphic computing mimics brain-inspired mechanisms through spiking neurons and energy-efficient processing, offering a pathway to efficient in-memory computing (IMC). However,…
EL-MIA: Quantifying Membership Inference Risks of Sensitive Entities in LLMs
Ali Satvaty, Suzan Verberne, Fatih Turkmen
Membership inference attacks (MIA) aim to infer whether a particular data point is part of the training dataset of a model. In this paper, we propose a new task in the context of L…
BACFuzz: Exposing the Silence on Broken Access Control Vulnerabilities in Web Applications
I Putu Arya Dharmaadi, Mohannad Alhanahnah, Van-Thuan Pham +2
Broken Access Control (BAC) remains one of the most critical and widespread vulnerabilities in web applications, allowing attackers to access unauthorized resources or perform priv…
Undesirable Memorization in Large Language Models: A Survey
Ali Satvaty, Suzan Verberne, Fatih Turkmen
While recent research increasingly showcases the remarkable capabilities of Large Language Models (LLMs), it is equally crucial to examine their associated risks. Among these, priv…
Fuzzing Frameworks for Server-side Web Applications: A Survey
I Putu Arya Dharmaadi, Elias Athanasopoulos, Fatih Turkmen
There are around 5.3 billion Internet users, amounting to 65.7% of the global population, and web technology is the backbone of the services delivered via the Internet. To ensure w…