# adversarial-embeddings
標記為「adversarial-embeddings」的 4 篇文章
Adversarial Embeddings
Techniques for crafting adversarial embeddings that are semantically close to target content but contain malicious payloads, including embedding space manipulation and optimization methods.
adversarial-embeddingsembedding-spacesemantic-similarityretrieval-poisoningoptimization
Embedding-Level Attacks
Overview of attacks targeting embeddings directly: adversarial embedding generation, inversion attacks for text reconstruction, and membership inference via embedding analysis.
embedding-attacksadversarial-embeddingsinversionmembership-inferenceprivacy
對抗性嵌入
打造在語意上與目標內容接近、但載有惡意 payload 之對抗性嵌入的技術，包括嵌入空間操弄與最佳化方法。
adversarial-embeddingsembedding-spacesemantic-similarityretrieval-poisoningoptimization
嵌入向量層級攻擊
直接鎖定嵌入向量的攻擊概覽：對抗性嵌入產生、用於文字重建的反演攻擊，以及透過嵌入分析的成員推論。
embedding-attacksadversarial-embeddingsinversionmembership-inferenceprivacy