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Zapiski Nauchnykh Seminarov POMI
Tome 530 (2023)
Précédent
Suivant
Investigations on applied mathematics and informatics. Part II–2
Preface
S. Nikolenko
Image vectorization: a review
M. Dziuba
;
I. Jarsky
;
V. Efimova
;
A. Filchenkov
p. 6-23
Vector graphics generation with LLMs: approaches and models
B. Timofeenko
;
V. Efimova
;
A. Filchenkov
p. 24-37
Python fuzzing for trustworthy machine learning frameworks
I. Yegorov
;
E. Kobrin
;
D. Parygina
;
A. Vishnyakov
;
A. Fedotov
p. 38-50
Neuron coverage maximization for effective test set construction with respect to the model
D. Kushchuk
;
M. Ryndin
p. 51-67
Automatic evaluation of interpretability methods in text categorization
A. Rogov
;
N. Lukashevich
p. 68-79
Adversarial attacks on language models: WordPiece filtration and ChatGPT synonyms
T. Ter-Hovhannisyan
;
H. Aleksanyan
;
K. Avetisyan
p. 80-95
Translate your gibberish: black-box adversarial attack on machine translation systems
A. Chertkov
;
O. Tsymboi
;
M. Pautov
;
I. Oseledets
p. 96-112
A study of graph neural networks for link prediction on vulnerability to membership attacks
D. Shaikhelislamov
;
K. Lukyanov
;
N. Severin
;
M. Drobyshevskiy
;
I. Makarov
;
D. Turdakov
p. 113-127
Realistic adversarial attacks on object detectors using generative models
D. Shelepneva
;
K. Arkhipenko
p. 128-140
User response modeling in recommender systems: a survey
M. Shirokikh
;
I. Shenbin
;
A. Alekseev
;
A. Volodkevich
;
A. Vasilev
;
S. I. Nikolenko
p. 141-190