TY - GEN
T1 - Research on the Detection and Recognition Algorithm of Click Chinese Character Verification Code
AU - Wang, Duo
AU - Wang, Chongwen
AU - Long, Xiaotian
N1 - Publisher Copyright:
© 2022, Springer Nature Switzerland AG.
PY - 2022
Y1 - 2022
N2 - Network security has always been a hot topic of people’s attention. In recent years, click Chinese character verification codes have been used by major Chinese websites to prevent malicious attacks and malicious batch operations. How effective this verification code is and whether it will be cracked at a low cost is a worthy of discussion and research question. In response to this problem, this paper proposes a two-step cracking method of detection and classification. Using the more commonly used detection and classification networks, combined with some targeted changes, achieved an 83.33% cracking success rate on the test set at a relatively low cost, and made a partial answer to this question.
AB - Network security has always been a hot topic of people’s attention. In recent years, click Chinese character verification codes have been used by major Chinese websites to prevent malicious attacks and malicious batch operations. How effective this verification code is and whether it will be cracked at a low cost is a worthy of discussion and research question. In response to this problem, this paper proposes a two-step cracking method of detection and classification. Using the more commonly used detection and classification networks, combined with some targeted changes, achieved an 83.33% cracking success rate on the test set at a relatively low cost, and made a partial answer to this question.
KW - Network security
KW - Verification code
UR - http://www.scopus.com/inward/record.url?scp=85125250211&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-95502-1_34
DO - 10.1007/978-3-030-95502-1_34
M3 - Conference contribution
AN - SCOPUS:85125250211
SN - 9783030955014
T3 - Communications in Computer and Information Science
SP - 448
EP - 462
BT - Advanced Computing - 11th International Conference, IACC 2021
A2 - Garg, Deepak
A2 - Jagannathan, Sarangapani
A2 - Gupta, Ankur
A2 - Garg, Lalit
A2 - Gupta, Suneet
PB - Springer Science and Business Media Deutschland GmbH
T2 - 11th International Advanced Computing Conference, IACC 2021
Y2 - 18 December 2021 through 19 December 2021
ER -