Category Archives: Artificial Intelligence

Inaccuracies of Machine Learning

Inaccuracies of Machine Learning   Automation has found its way into every major technical industry.   And it’s no wonder why.   Streamlining operations with machines increases productivity and efficiency, especially for fields where large volumes of information are a factor.   When it comes to data loss prevention however, the wrong type of machine-learning…
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Data Security & Source Code Protection

As far as sensitive data goes, few pieces of information rank higher then program source code.

Source code is highly sensitive proprietary information, making up the program instructions for any application in their original form.

The More Sensitive, the Bigger the Risk

For years, security experts have been pointing to the risks of exposed source code.

Two elements in particular make source code a major potential liability. The first and more obvious is the intellectual property element.     Creators stand to lose the investment in producing programs as well as all potential future profits if source code is lost.

The second factor is that source code can be manipulated.   Not only can changes be made to the software’s functions and tools, but malicious elements such as Trojans and backdoors can be inserted as well.   These compromised code sets are then used to mass produce the software in machine code form, i.e. the form in which they're purchased by the common user.

Surprisingly, many developers still use primitive security measures, despite the many examples of stolen or maliciously modified programs.

The Conventional Approach and its Holes

Today, the market has produced several source code repositories, many of them open source. Hosts such as Assembla, Microsoft’s Azure DevOps, and the increasingly popular GitHub are just a few of the options out there.

Unfortunately, the run-of-the-mill source code host has its downsides.

First off, many of these platforms leave issues in tracking and locating code once the code is uploaded.  Some even require the downloading of external apps to search for code sets. For organizations that need fast reliable access to stored code, the way in which many hosts are structured can prove to be a liability.

 

Security Vulnerabilities

In addition to the logistical setbacks, IT professionals have also pointed to the security vulnerabilities of common source code hosts.   For one, many sites are made vulnerable by the errors of their administrators, which can in turn potentially compromise the entire platform.    Additionally, there is often no way to track and classify access to code stored on the hosts.    Developers and other team members are able to freely access code and even execute changes to it.     The lack of policy and enforcement protocols exponentializes the insider threat and the risk of data exfiltration.

Protect my source code Now

 

Addressing Insider Threats with Cybersecurity

IT Technology Our ever expanding IT technology is creating major changes in the way enterprises handle their data. While the expansion and diversification of computation tools has brought tremendous growth to the IT industry--as well as the business that utilize them--the new trends have come with a price. As organizations expanded their workloads and modernized…
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Applying Smart Algorithms for Intelligent DLP

Applying Smart Algorithms for Intelligent DLP & Data Protection Data loss prevention (DLP) and Data Protection programs play a vital role in an organization's information security strategy. DLP is essential for tracking a company’s volume of data and organizing it within security protocols. This includes classifying files / data streams to determine levels of secrecy…
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