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pro vyhledávání: '"Stav Å"'
In this paper, we show that with the ability to jailbreak a GenAI model, attackers can escalate the outcome of attacks against RAG-based GenAI-powered applications in severity and scale. In the first part of the paper, we show that attackers can esca
Externí odkaz:
http://arxiv.org/abs/2409.08045
Autor:
Marcus, Stav, Bunin, Guy
Dynamics of species' abundances in ecological communities are often described using models that only account for a few species. It is not clear when and why this would be possible, as most species form part of diverse ecological communities, with man
Externí odkaz:
http://arxiv.org/abs/2409.06379
In this paper we argue that a jailbroken GenAI model can cause substantial harm to GenAI-powered applications and facilitate PromptWare, a new type of attack that flips the GenAI model's behavior from serving an application to attacking it. PromptWar
Externí odkaz:
http://arxiv.org/abs/2408.05061
Autor:
Eldar, Sivan, Fahima, Stav
In this paper we provide a combinatorial tool to help study some topological properties of modular knots. We construct templates for the infinitely many Anosov flows on the trefoil complement, which are lifts of the geodesic flow on the modular surfa
Externí odkaz:
http://arxiv.org/abs/2407.05343
Autor:
Ashur, Stav, Lusardi, Maria, Markowicz, Marta, Motes, James, Morales, Marco, Har-Peled, Sariel, Amato, Nancy M.
Motion planning in modified environments is a challenging task, as it compounds the innate difficulty of the motion planning problem with a changing environment. This renders some algorithmic methods such as probabilistic roadmaps less viable, as nod
Externí odkaz:
http://arxiv.org/abs/2407.00259
Species coexistence is a complex, multifaceted problem. At an equilibrium, coexistence requires two conditions: stability under small perturbations; and feasibility, meaning all species abundances are positive. Which of these two conditions is more r
Externí odkaz:
http://arxiv.org/abs/2405.11360
Autor:
Attali, Amnon, Ashur, Stav, Love, Isaac Burton, McBeth, Courtney, Motes, James, Morales, Marco, Amato, Nancy M.
Randomized sampling based algorithms are widely used in robot motion planning due to the problem's intractability, and are experimentally effective on a wide range of problem instances. Most variants bias their sampling using various heuristics relat
Externí odkaz:
http://arxiv.org/abs/2404.03133
This study explores the generation of synthesized fingerprint images using Denoising Diffusion Probabilistic Models (DDPMs). The significant obstacles in collecting real biometric data, such as privacy concerns and the demand for diverse datasets, un
Externí odkaz:
http://arxiv.org/abs/2405.04538
In the past year, numerous companies have incorporated Generative AI (GenAI) capabilities into new and existing applications, forming interconnected Generative AI (GenAI) ecosystems consisting of semi/fully autonomous agents powered by GenAI services
Externí odkaz:
http://arxiv.org/abs/2403.02817
Publikováno v:
Phys. Rev. D 109, 106014 (2024)
Causal set theory is an approach to quantum gravity in which spacetime is fundamentally discrete at the Planck scale and takes the form of a Lorentzian lattice, or "causal set", from which continuum spacetime emerges in a large-scale (low-energy) app
Externí odkaz:
http://arxiv.org/abs/2402.08555