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Enhanced DNNs for malware classification with GAN-based adversarial training

期刊: JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES, 2021; 17 (2)

Deep learning based malware classification gains momentum recently. However, deep learning models are vulnerable to adversarial perturbation attacks e......

Study on a security intelligence trading platform based on blockchain and IPFS

期刊: JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES, ; ()

Security response centre (SRC) is an important solution for enterprises to ensuring their network security. The existing security response centres can......

Enhanced DNNs for malware classification with GAN-based adversarial training

期刊: JOURNAL OF COMPUTER VIROLOGY AND HACKING TECHNIQUES, ; ()

Deep learning based malware classification gains momentum recently. However, deep learning models are vulnerable to adversarial perturbation attacks e......

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