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Adversarial attacks and defenses on text-to-image diffusion models: A survey
Recently, the text-to-image diffusion model has gained considerable attention from the
community due to its exceptional image generation capability. A representative model …
community due to its exceptional image generation capability. A representative model …
[HTML][HTML] Digital Sentinels and Antagonists: The Dual Nature of Chatbots in Cybersecurity
H Szmurlo, Z Akhtar - Information, 2024 - mdpi.com
Advancements in artificial intelligence, machine learning, and natural language processing
have culminated in sophisticated technologies such as transformer models, generative AI …
have culminated in sophisticated technologies such as transformer models, generative AI …
LLMs for cyber security: New opportunities
Large language models (LLMs) are a class of powerful and versatile models that are
beneficial to many industries. With the emergence of LLMs, we take a fresh look at cyber …
beneficial to many industries. With the emergence of LLMs, we take a fresh look at cyber …
Perception-guided jailbreak against text-to-image models
In recent years, Text-to-Image (T2I) models have garnered significant attention due to their
remarkable advancements. However, security concerns have emerged due to their potential …
remarkable advancements. However, security concerns have emerged due to their potential …
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey
The rapid evolution of multimodal foundation models has led to significant advancements in
cross-modal understanding and generation across diverse modalities, including text …
cross-modal understanding and generation across diverse modalities, including text …
Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies
We present Moderator, a policy-based model management system that allows
administrators to specify fine-grained content moderation policies and modify the weights of …
administrators to specify fine-grained content moderation policies and modify the weights of …
ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
The commercial text-to-image deep generation models (eg DALL· E) can produce high-
quality images based on input language descriptions. These models incorporate a black …
quality images based on input language descriptions. These models incorporate a black …
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation
Text-to-image (T2I) models have rapidly advanced, enabling the generation of high-quality
images from text prompts across various domains. However, these models present notable …
images from text prompts across various domains. However, these models present notable …
CogMorph: Cognitive Morphing Attacks for Text-to-Image Models
The development of text-to-image (T2I) generative models, that enable the creation of high-
quality synthetic images from textual prompts, has opened new frontiers in creative design …
quality synthetic images from textual prompts, has opened new frontiers in creative design …
AEIOU: A Unified Defense Framework against NSFW Prompts in Text-to-Image Models
As text-to-image (T2I) models continue to advance and gain widespread adoption, their
associated safety issues are becoming increasingly prominent. Malicious users often exploit …
associated safety issues are becoming increasingly prominent. Malicious users often exploit …