How to guarantee industrial control safety: system reinforcement

Three core elements of artificial intelligence ： Algorithm 、 Calculate the force 、 data . Besides algorithms 、 Outside calculation force , The most important core factor is data . There are two stages to achieve AI , That is, prepare data and training model . The workload of data preparation accounts for 70% above , But more importantly, the manual behind the data , Data preprocessing 、 Model selection and parameter adjustment . The needs in the process of data preprocessing are personal PC A large amount of data transmission is carried out at the terminal , This kind of transmission can easily lead to data leakage , Access through the network 、 Various behaviors such as network outgoing can easily take a large amount of data out , Through various network transmission methods, it is the main channel to easily disclose data . After analysis, the following two protection requirements are obtained ：

• Internal protection requirements

Internal protection mainly refers to the code protection of software developers and the training materials used by algorithm trainers , Control the generated algorithm model .

• External protection requirements

Mainly in the intelligent module of the export terminal , Embedded algorithm , Anti decompilation of programs, etc , Anti crack , tamper-proof , And the overall anti poisoning of intelligent devices . Responding to these needs , Shenxinda launched MCK Enterprise data encryption solutions .