Sophos Intercept X deep learning technology predicts security

Sophos Intercept X's next-generation endpoint security solution adds malware detection capabilities from advanced deep learning neural networks, combined with the latest active hacker mitigation, advanced application locking, and more powerful ransomware protection. Achieve unprecedented detection and prevention effectiveness.

Tony Palmer, senior analyst at Enterprise Strategic Group (ESG), explained: "The traditional machine learning model relies solely on the training model attributes chosen by threat analysts, so it has subjective human factors. With the increasing number of documents added, these Gigabit models are up. It is also becoming more and more complicated, which leads to cumbersome and slow computing process, and even a relatively high false positive rate, which prompts system administrators to personally confirm what is malware and where is legitimate software, which in turn reduces the IT department's Productivity. Intercept X's deep learning neural network allows the system to learn from experience and then establish an association between observed behavior and malware. These association analyses improve its detection of existing and zero-day (Zero-day) malicious The accuracy of the software greatly reduces false positives. The analysis of ESG Lab also shows that this neural network model is easy to expand, and the more data is obtained, the more intelligent it is, so it can actively detect without increasing management work. Or affect system performance."

Sophos Intercept X deep learning technology predicts security

The new version of Sophos Intercept X is also equipped with a number of innovative technologies, including anti-ransomware and intrusion prevention protection, as well as proactive hacking mitigation features such as credential theft protection. In response to improvements in anti-malware technology, hackers have instead tended to steal access credentials to take advantage of legitimate users to act in systems and networks, and Intercept X is able to detect and prevent such incidents. The solution can be deployed through Sophos Central, the cloud management platform, and installed with any vendor's existing endpoint security software to immediately enhance endpoint protection. When used in conjunction with the Sophos XG firewall, Intercept X can also import synchronous security features to further enhance protection.

New features of Intercept X include: (1) Deep Learning Malware Detection - Deep Learning Model detects known and unknown malware and "Potential Unwanted Applications" (PUA) before they are executed. Compare signatures. The model is less than 20MB in size and does not need to be updated frequently.

(2) Actively mitigate attacks—the use of code caves to detect code that is embedded in other applications and to stop this technique commonly used for persistence and anti-virus measures. APC protection detects the abuse of Asynchronous Procedure Call (APC). APC is commonly used for AtomBombing code insertion, and has recently been used to spread WannaCry worms and NotPetya removal software through EternalBlue vulnerability and DoublePulsar tools (attackers abuse these calls to trick other handlers into executing malicious code).

(3) More powerful latest intrusion attack defense technology—a malicious handler call that detects the remote reflection DLL insertion method used by the attacker to mobilize the processing program on the system. The handler privilege is raised to prevent the low privilege handler from being deliberately upgraded to extend the system access rights.

(4) Enhance application locking—Browser behavior locking. Intercept X will prevent someone from maliciously using the browser's PowerShell as a basic behavior locking measure. The HTA application is locked, and the HTML application loaded by the browser will be locked as a browser.

EDP Cable

EDP is gradually replacing the existing low voltage differential signal (LVDS) transmission interface, especially in FHD(1,920x1,080 or 1,920x1,200) or panel (UHD) that exceeds FHD resolution.


EDP can dynamically control the refresh frequency of the display panel, which is designed to reduce power consumption when displaying a still picture. In still images, the panel refresh rate can be reduced from a normal 60 images per second to any frequency that does not produce abnormal or flickering images. Reducing the refresh rate reduces power consumption and extends battery life, with some panels down to 40fps or less.


Another application that USES different display refresh rates is when playing movies or games. In game mode, the screen is often calculated by the graphics computing engine before being displayed, and there will be a delay time in the middle. In this case, the refresh frequency of the panel can be dynamically adjusted to make the screen display smooth, without distortion and delay. When playing the movie, the 24FPS picture can be adjusted to 48FPS, so as to eliminate the situation that the picture is not smooth due to the 3:2 pull-down in the traditional 60FPS mode.

Through AUX channel, eDP can control the following functions of the display panel:


Turn on or off the backlight


Backlight brightness adjustment and backlight PWM frequency are adopted.


Turn on or off dynamic backlight adjustment.


Color engine, jitter algorithm or insert black screen for adjustment.

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TONYA DISPLAY LIMITED , https://www.tydisplay.com

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