Рыбин, Денис Иванович. Применение методов машинного обучения для обнаружения атак на веб-приложения [Электронный ресурс]: выпускная квалификационная работа магистра: 10.04.01 - Информационная безопасность = Using machine learning techniques to detect attacks on Web applications / Д. И. Рыбин; Санкт-Петербургский политехнический университет Петра Великого, Институт прикладной математики и механики ; науч. рук. А. И. Печенкин ; консультант по нормоконтролю Е. Б. Александрова. — Электрон. текстовые дан. (1 файл : 1,0 Мб). — Санкт-Петербург, 2018. — Загл. с титул. экрана. — Доступ по паролю из сети Интернет (чтение). — Adobe Acrobat Reader 7.0. — <URL:http://elib.spbstu.ru/dl/3/2018/vr/vr18-25.pdf>. — <URL:http://doi.org/10.18720/SPBPU/3/2018/vr/vr18-25>. — <URL:http://elib.spbstu.ru/dl/3/2018/vr/rev/vr18-25-o.pdf>. — <URL:http://elib.spbstu.ru/dl/3/2018/vr/rev/vr18-25-r.pdf>. — <URL:http://elib.spbstu.ru/dl/3/2018/vr/rev/vr18-25-a.pdf>.
Period
|
Read
|
Print
|
Copy
|
Open
|
Total
|
Year 2018
|
Quarter 4
|
November
|
10
|
0
|
0
|
0
|
10
|
December
|
5
|
0
|
0
|
0
|
5
|
Year 2019
|
Quarter 1
|
January
|
24
|
0
|
0
|
0
|
24
|
February
|
5
|
0
|
0
|
0
|
5
|
March
|
7
|
0
|
0
|
0
|
7
|
Quarter 2
|
April
|
5
|
0
|
0
|
0
|
5
|
May
|
6
|
0
|
0
|
0
|
6
|
June
|
3
|
0
|
0
|
0
|
3
|
Quarter 3
|
July
|
3
|
0
|
0
|
0
|
3
|
August
|
6
|
0
|
0
|
0
|
6
|
September
|
3
|
0
|
0
|
0
|
3
|
Quarter 4
|
October
|
8
|
0
|
0
|
0
|
8
|
November
|
3
|
0
|
0
|
0
|
3
|
December
|
6
|
0
|
0
|
0
|
6
|
Year 2020
|
Quarter 1
|
January
|
6
|
0
|
0
|
0
|
6
|
February
|
6
|
0
|
0
|
0
|
6
|
March
|
8
|
0
|
0
|
0
|
8
|
Quarter 2
|
April
|
0
|
0
|
0
|
0
|
0
|
May
|
0
|
0
|
0
|
0
|
0
|
June
|
0
|
0
|
0
|
0
|
0
|
Quarter 3
|
July
|
0
|
0
|
0
|
0
|
0
|
August
|
0
|
0
|
0
|
0
|
0
|
September
|
0
|
0
|
0
|
0
|
0
|
Quarter 4
|
October
|
0
|
0
|
0
|
0
|
0
|
November
|
0
|
0
|
2
|
0
|
2
|
December
|
1
|
0
|
0
|
0
|
1
|
Year 2021
|
Quarter 1
|
January
|
0
|
0
|
0
|
0
|
0
|
February
|
0
|
0
|
0
|
0
|
0
|
March
|
0
|
0
|
0
|
0
|
0
|
Quarter 2
|
April
|
4
|
0
|
0
|
0
|
4
|
May
|
3
|
0
|
0
|
0
|
3
|
June
|
1
|
0
|
0
|
0
|
1
|
Quarter 3
|
July
|
0
|
0
|
0
|
0
|
0
|
August
|
0
|
0
|
0
|
0
|
0
|
September
|
0
|
0
|
0
|
0
|
0
|
Quarter 4
|
October
|
1
|
0
|
0
|
0
|
1
|
November
|
0
|
0
|
0
|
0
|
0
|
December
|
0
|
0
|
0
|
0
|
0
|
Year 2022
|
Quarter 1
|
January
|
0
|
0
|
0
|
0
|
0
|
February
|
0
|
0
|
0
|
0
|
0
|
March
|
1
|
0
|
0
|
0
|
1
|
Quarter 2
|
April
|
0
|
0
|
0
|
0
|
0
|
May
|
0
|
0
|
0
|
0
|
0
|
June
|
0
|
0
|
0
|
0
|
0
|
Quarter 3
|
July
|
1
|
0
|
0
|
0
|
1
|
August
|
0
|
0
|
0
|
0
|
0
|
September
|
0
|
0
|
0
|
0
|
0
|
Quarter 4
|
October
|
1
|
0
|
0
|
0
|
1
|
November
|
0
|
0
|
0
|
0
|
0
|
December
|
1
|
0
|
0
|
0
|
1
|
Year 2023
|
Quarter 1
|
January
|
1
|
0
|
0
|
0
|
1
|
February
|
1
|
0
|
0
|
0
|
1
|
March
|
0
|
0
|
0
|
0
|
0
|
Quarter 2
|
April
|
1
|
0
|
0
|
0
|
1
|
May
|
1
|
0
|
0
|
0
|
1
|
June
|
2
|
0
|
0
|
0
|
2
|
Quarter 3
|
July
|
0
|
0
|
0
|
0
|
0
|
August
|
0
|
0
|
0
|
0
|
0
|
September
|
0
|
0
|
0
|
0
|
0
|
Quarter 4
|
October
|
5
|
0
|
0
|
0
|
5
|
November
|
6
|
0
|
0
|
0
|
6
|
December
|
0
|
0
|
0
|
0
|
0
|
Year 2024
|
Quarter 1
|
January
|
2
|
0
|
0
|
0
|
2
|
February
|
2
|
0
|
0
|
0
|
2
|
March
|
12
|
0
|
0
|
0
|
12
|
Quarter 2
|
April
|
0
|
0
|
0
|
0
|
0
|
May
|
0
|
0
|
0
|
0
|
0
|
Total
|
161
|
0
|
2
|
0
|
163
|