TL;DR:
- Concentric AI introduces deep-learning driven detection capabilities for finding secrets and keys in data repositories and messaging applications.
- These capabilities enhance Concentric AI’s Semantic Intelligence™ DSPM solution, addressing data risks and preventing malware attacks.
- Recent data breaches highlight the importance of detecting and removing secrets and keys from data repositories.
- Generative AI has increased the sophistication of spear-phishing attacks, making enterprises more vulnerable.
- Concentric AI utilizes Deep Learning and NLP to detect secrets and keys in unstructured data, offering high fidelity detection without static rules or regex patterns.
- Concentric AI’s solution enables organizations to prevent the lateral movement of attackers and protect sensitive data.
- Concentric AI’s DSPM solution scans data, categorizes and tags sensitive content, and autonomously identifies risks to financial and other data.
- Semantic Intelligence™ automates unstructured and structured data security, reducing risk and detecting anomalies in individual files.
- Concentric AI’s solution eliminates the need for manual labeling and cumbersome rule maintenance.
- Concentric AI’s comprehensive approach empowers organizations to protect data without intrusive classification mandates.
Main AI News:
Concentric AI, a prominent provider of intelligent AI-driven solutions for autonomous data security posture management (DSPM), has unveiled groundbreaking capabilities in the realm of deep-learning driven detection. These capabilities empower organizations to identify any form of hardcoded secrets and essential credentials, such as API keys, encryption keys, tokens, passwords, and more, within their on-premise and cloud data repositories, as well as email and messaging applications, thereby bolstering their data security measures.
By integrating these cutting-edge advancements into Concentric AI’s Semantic Intelligence™ DSPM solution, security teams can proactively address risks associated with sensitive data. The ability to identify and eliminate this critical information helps mitigate the threat of malware attacks, which can lead to lateral movement within networks and the potential loss of valuable data.
The importance of this new functionality is underscored by recent data breaches wherein attackers exploit authentication credentials once they gain entry into a network. By leveraging Concentric AI’s innovative offering, security professionals can effectively identify instances of these credentials, including secrets and keys that may be lingering in data repositories. The prompt removal of such vulnerabilities significantly reduces the attack surface and mitigates the risk of data breaches.
A Chief Information Security Officer (CISO) from a Fortune 1000 high-tech company emphasized the impact of Concentric AI’s solution: “This capability offered by Concentric AI helps us detect instances of these credentials, such as secrets and keys lying around in our data repositories, and clean them up. This allows us to significantly reduce our data attack risk surface and prevent data loss.”
The advent of new technologies like Generative AI has propelled spear-phishing attacks to new levels of sophistication, making it easier for cybercriminals to deceive employees into clicking on malicious links or downloading harmful attachments. Consequently, enterprises are left vulnerable to compromise.
Once malware and attackers infiltrate a network, they scour unstructured data for secrets and keys that grant access to various applications. Compromising repositories such as SharePoint, Google Drive, Github, SSH, S3, Box, BiTBucket, and Windows File Systems provides attackers with access to sensitive intellectual property (IP) such as source code, private client information, and critical financial data.
Differentiating itself from traditional approaches, Concentric AI leverages the power of Deep Learning and Natural Language Processing (NLP) to detect secrets and keys for a wide range of applications embedded in unstructured data across popular on-premise and enterprise cloud data repositories, as well as email and messaging platforms.
This unique capability enables the scanning of repositories and utilizes NLP to identify secrets and keys without relying on static rules or fixed regex patterns—a groundbreaking industry first. Conventional detection methods face immense challenges in tackling this threat due to the inherent complexity involved. Writing rules or regex patterns to address this issue invariably leads to significant false positives and negatives. Through the application of Deep Learning and NLP, Concentric AI achieves high fidelity detection with minimal false results.
Karthik Krishnan, the Founder, and CEO of Concentric AI, highlighted the significance of the company’s latest data security innovation: “Today, Concentric AI is introducing a critical data security capability that is unmatched in the industry and important for all organizations as they work to prevent more advanced cybersecurity threats. Being the only company to leverage Deep Learning and NLP to address security issues of secrets and keys hidden in unstructured data gives Concentric AI the advantage of enabling organizations to prevent lateral movement of attackers and malware and ensure that sensitive data is protected. This is a huge win for all organizations with sensitive data in the battle to protect information from loss against sophisticated attacks.”
In today’s digital landscape, the presence of secrets and keys embedded within enterprise collaboration, email, and messaging applications poses a significant security challenge. Employees often store sensitive information in these systems for convenience and seamless sharing, but such practices can leave organizations susceptible to devastating data breaches. Once attackers breach these systems, they can swiftly navigate the network, compromising applications and exposing sensitive data. Consequently, organizations must prioritize the detection and protection of secrets and keys beyond unstructured data.
Addressing this critical concern, Concentric AI’s Data Security Posture Management (DSPM) solution employs cutting-edge technology to scan an organization’s data, identify sensitive or business-critical content, and automatically categorize and tag the information accordingly. By leveraging artificial intelligence (AI), Concentric AI enhances the accuracy and efficiency of discovery and classification, eliminating the need for cumbersome and error-prone regex rules or manual labeling by end users.
Furthermore, Concentric AI goes beyond detection and classification by actively monitoring and autonomously identifying potential risks to financial and other data. It assesses issues such as inappropriate permissions, incorrect entitlements, risky sharing practices, and unauthorized access. With the ability to automatically remediate permissions and sharing problems or integrate with other security solutions and cloud APIs, Concentric AI ensures the continuous protection of exposed data.
At the core of Concentric AI’s advanced capabilities lies Semantic Intelligence™, which leverages deep learning techniques to automate both unstructured and structured data security. By categorizing data and uncovering its business criticality, Concentric AI significantly reduces risk exposure. Its proprietary Risk Distance™ analysis technology establishes baseline security practices for each data category, enabling the detection of security anomalies within individual files.
Through document comparison, Concentric AI identifies risks stemming from oversharing, third-party access, improper data location, or misclassification. This comprehensive approach empowers organizations to leverage content expertise without imposing intrusive classification mandates, all while eliminating the need for cumbersome rule maintenance or regex patterns.
Conlcusion:
Concentric AI’s introduction of deep-learning driven detection capabilities for identifying secrets and keys in data repositories and messaging applications represents a significant advancement in the market. This groundbreaking technology addresses the pressing need for enhanced data security and protection against sophisticated cyber threats. By leveraging Deep Learning and NLP, Concentric AI enables organizations to proactively detect and eliminate vulnerabilities, reducing the risk of data breaches and unauthorized access to sensitive information.
The integration of these advanced capabilities into Concentric AI’s Semantic Intelligence™ DSPM solution provides businesses with a competitive edge in safeguarding their valuable data assets and mitigating potential financial and reputational risks. With the growing importance of data security in today’s business landscape, Concentric AI’s innovative offering sets a new standard for organizations striving to stay ahead in the battle against cyber threats.
