Latest posts tagged with #adversarialattack on Bluesky
NatGVD: Natural Adversarial Attack on Graph‑Based Vulnerability Detection
NatGVD achieves up to 53.04% natural adversarial evasion against GNN‑based and transformer vulnerability detectors, per a study submitted on 6 Oct 2025. getnews.me/natgvd-natural-adversari... #graphneuralnetworks #adversarialattack
Adversarial Attacks on Load Forecasts Undermine Power Restoration
Research reveals a sparse gradient‑based adversarial attack can tweak just a few demand readings yet trigger voltage drops and overloads in restoration simulations. Read more: getnews.me/adversarial-attacks-on-l... #adversarialattack #gridresilience
Zero Query Black-box Attack Reduces Model Queries
A Zero Query Black-box Adversarial (ZQBA) attack adds feature maps from a source DNN to clean images, causing misclassification with a single query. The code is on GitHub. Read more: getnews.me/zero-query-black-box-att... #zqba #adversarialattack
New Proxy Attack Boosts Generalizability, Stealth of Multimodal AI
A new Proxy Targeted Attack (PTA) uses multiple source and target modality proxies to broaden adversarial success on multimodal AI models while staying hidden from detectors. getnews.me/new-proxy-attack-boosts-... #multimodalai #adversarialattack
Attention Attack on AI Foundation Models Disrupts Downstream Tasks
A task‑agnostic adversarial attack that distorts attention maps in vision foundation models lowers accuracy across classification, captioning and segmentation (Sept 2025). getnews.me/attention-attack-on-ai-f... #foundationmodels #adversarialattack
Adversarial Image Attacks Bypass Safety in I2I Diffusion Models
Research (AdvI2I) shows image perturbations can bypass Safe Latent Diffusion (SLD) safety filters, producing NSFW output. Paper on arXiv (doi:10.48550/arXiv.2410.71471). Read more: getnews.me/adversarial-image-attack... #adversarialattack #diffusion
Discover how #adversarialsequencemutations challenge #AlphaFold2 in protein tertiary structure prediction, streamlining biological experiments.
Read More: bit.ly/4j1UB8u
#Adversarialattack #Mutation #StructuralBiology #AMM #ActaMateriaMedica @scienceopen.bsky.social
