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Pensar finds and remediates security issues
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AI-powered Vulnerability Detection

Pensar finds security issues in your code that rules-based scanners and humans miss.

1class DocumentService:
2    def transfer_document_ownership(self, doc_id, new_owner_id, current_user):
3        # Check if authenticated
4        if not (self.is_document_admin(doc_id, current_user.id) or
5                self.is_document_owner(doc_id, current_user.id)):
6          return False
7
8        success = self.update_document_owner(doc_id, new_owner_id)
9            
10        return success
11            
12    def update_document_sharing(self, doc_id, user_id, access_level):
13        # Update sharing permissions
14        return self.db.execute(
15            "UPDATE doc_access SET access_level = ? WHERE doc_id = ? AND user_id = ?",
16            (access_level, doc_id, user_id)
17        )
Security VulnerabilityMissing authentication check

Auto-remediation

Fix vulnerabilities fast with auto-generated patches that use your coding style, existing functions, and libraries.

CWE 306Missing authentication check for critical function
Found on main
High
Patch available
Open PR
1class DocumentService:
2    
3    ...
4            
5    def update_document_sharing(self, doc_id, user_id, access_level, current_user):
6        # Check if user has admin role or is document owner
7        if not (self.is_document_admin(doc_id, current_user.id) or 
8                self.is_document_owner(doc_id, current_user.id)):
9            return False
10            
11        # Verify target user exists
12        if not self.user_exists(user_id):
13            return False
14            
15        # Update sharing permissions in database
16        success = self.db.execute(
17            "UPDATE doc_access SET access_level = ? WHERE doc_id = ? AND user_id = ?",
18            (access_level, doc_id, user_id)
19        )
20        
21        return success
Patch generatedFix missing authentication check
Pull request openedPull request #34 ready for review

Context-based Triaging

Pensar filters out false positives to focus only on security issues that matter most to you and your customers.

1class ReportGenerator:
2    def get_sales_report(self, start_date, end_date, region):
3        # Region is validated by frontend dropdown to be one of:
4        # NA, EMEA, APAC, LATAM
5        
6        # Would trigger SQL injection warnings in basic scanners
7        query = f"""
8            SELECT date, product_id, sum(amount) 
9            FROM sales 
10            WHERE date BETWEEN ? AND ?
11            AND region = '{region}'
12            GROUP BY date, product_id
13        """
14        
15        return self.db.execute(query, (start_date, end_date))
16        
17    def get_valid_regions(self):
18        # Returns approved regions for dropdown
19        return ['NA', 'EMEA', 'APAC', 'LATAM']
Security VulnerabilityUntrusted input in SQL query
False positive detected`region` values come from strictly controlled sourceand date inputs are properly paramterized

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Code security

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Dependency Security
Auto-Fix Enabled
PackageVersionStatus
react18.2.0Secure
lodash4.17.15Vulnerable
axios1.6.0Secure
CVE-2023-4521
High Severity

Prototype pollution vulnerability in _.merge function.

Pensar Auto-FixCompleted
lodash@4.17.15lodash@4.17.21

Dependency scanning

Continuously monitor your codebase for vulnerable dependencies and CVEs.

Upgrade to secure versions with Pensar's auto-fix capabilities.

If we detect a vulnerable package in your application, you will receive a pull request that safely upgrades the package and fixes any breaking changes throughout your codebase caused by the upgrade.

Replaces:
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Dependency scanning is free for all users

AI is generating more code than ever.
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Detect vulnerabilities unique to AI agents such as insecure tool use, missing guardrails, unsafe code execution, and prevent customer data leakage with our AI security framework.

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