What is Robustness? Definition | AI Understanding

Ibisobanuro

Ubushobozi bwikitegererezo bwo gukomeza imikorere munsi yurusaku, guhinduranya, cyangwa inyongeramusaruro.

Amagambo afitanye isano

Kugerageza-kugerageza sisitemu ya AI hamwe na adversarial itanga ibisobanuro byerekana kunanirwa ningaruka.

Ikizamini gisanzwe cyangwa dataset ikoreshwa mugupima no kugereranya imikorere yicyitegererezo.

Gutwara amakuru

Guhindura mubyukuri-kwinjiza amakuru mugihe gishobora gutesha agaciro imikorere yicyitegererezo.

Ubwubatsi butanga umusaruro wiga guhindura urusaku kugirango ushushanye amashusho, amajwi, cyangwa ibindi bintu.

Gukomatanya ibyahanuwe biva muburyo bwinshi kugirango utezimbere imbaraga cyangwa ukuri.

GAN (Umuyoboro rusange wo guhangana)

Gushiraho kubyara aho generator nivangura bitoza mugenzi wabo.

Wige byinshi mubuyobozi bwacu

Adversarial Examples and Robustness

See also

Reward Model Safety Filter Retrieval Scaling Law Reinforcement Learning from Human Feedback (RLHF)Semantic Search Reinforcement Learning Self-Supervised Learning

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