Denesh Techs

Microsoft Threat Protection Intelligence and Intel Labs are collaborating for a project named STAMINA. STAMINA: Static Malware As Image Network Analysis is a technique based on Deep Learning. What is Project STAMINA? STAMINA focus on detecting malware using deep learning techniques. It converts the malicious code into 2 dimensional images. Then the images can be used to analyze the characteristics of malware and classifies according to their types. Steps in STAMINA Source: Microsoft The 2D images are fed into the deep neural network which is trained with 60% of the known malware samples. The DNN scans and identify the image as clean or infected. This Image based technique achieves 99.07% of accuracy. Pixel File Sizes for different Image Widths Source: Microsoft and Intel

Oneplus Smartphones may play well in the market for the mid range to flagship segment.However it lacks some of the features that premium smartphones has. Let's think what makes OnePlus differ from Other Premium Smartphones and What needs to be improved in future releases. OnePlus logo OnePlus Smartphones sports latest flagship chips with higher amount of RAM equipped with latest version of Android running on the top layer of Oxygen OS. Let's see what needs to be improved to keep it on par with other premium smartphones for this price range. 1.Improvements to Front and Rear Camera Over the past years, premium smartphones starting from Samsung Galaxy S7 offers Video recording for atleast 1440p Quad HD quality while keeping 4K video recording for Rear Camera. Samsung Galaxy S20 bumps the video recording quality to 4K for front camera and 8K for rear camera . But, OnePlus Phones still opts to 1080p. The maxium video recording quality needs to be improved for both front and rear ca

Double Locker Ransomware attacks android device by changing the device PIN and encrypts all the user data.It uses AES(Advanced Encryption Standard) for encrypting the files in the phone which are nearly impossible to decrypt without the key from the hacker.These Ransomwares are distributed through the fake adobe flash player apps or any other fake android apps.Once the app gets installed,The app prompts the user to activate device administration rights.When user unknowingly allows the permission,Then it starts its process.It encrypts the files by wrapping the data under ( .cryeye ) extension.Then it sets the app as default launcher.Whenever,the user unknowingly pressing the home button each time,the ransomware process running in the background triggers and changes the PIN and locks it immediately. The only way to recover the device from Double Locker is to factory reset the smartphone.If the device is rooted,without factory resetting the phone,The PIN can be reset and the datas ca

Samsung Galaxy C9(2017) is the successor to last year's Samsung Galaxy C9(2016).The rumours claim that C9(2017) will come with power packed flagship specs. The phone to be powered by Qualcomm's upcoming SoC Snapdragon 660 Octa Core SoC with the clock speed of 2.3 GHz.which supports LTE Cat 10,LPDDR4 Memory(1866 MHz) and latest UFS 2.1 Storage.These features are found only on flagship phones.Now,Snapdragon 660 make these specs come to the mid range phones at an affordable price.Samsung Galaxy C9(2017) packs with 6 GB LPDDR4 RAM and 64/128 GB storage which is expandable up to 256GB via microSD card.The phone sports 6" QHD(2560 x 1440) Super AMOLED Display.The phone features NFC and much more.The Phone may run on Samsung's Latest Experience UX.

Micromax launched an extraordinary phone today for ₹24,999.The phone has everything that the flagship phones gives in mid range price.The phone features: 13+13 MP Dual rear camera 13 MP Front camera with Soft Selfie Flash 5.5" FHD Super AMOLED Display with less bezels. Qualcomm Snapdragon 652 4 GB RAM 128 GB internal storage with expandable storage of 128 GB. Several types of sensor and IR Blaster sensor is also available. USB Type-C Fingerprint sensor 3,200 mAh battery Security Chipset with EAL-5 Military Grade Encryption Secure Features:Lock and Wipe,2 Operating Systems for General and private uses. The phone will definitely worth the money. The phone will be available for sale starting from April 10,2017.