SINN-RD: Spline interpolation-envisioned neural network-based ransomware detection scheme

Jaskaran Singh, Keshav Sharma, Mohammad Wazid, Ashok Kumar Das

Abstract: Highlights•A spline interpolation envisioned neural network based ransomware detection scheme (SINN-RD) is proposed.•The proposed SINN-RD is proved to be secure against various possible attacks.•A detailed comparative study confirms that SINN-RD achieves better accuracy than other existing schemes.•The practical demonstration of SINN-RD demonstrates its impact on different performance parameters.