VectorStore FilterExpression Converter injection

In Spring AI, various FilterExpressionConverter implementations accept a filter expression object and translate them to specific vector store query languages. In several cases, keys and values are not properly escaped, leading to the ability to alter the query. Only applications that use...

SQL Injection

Overview org.springframework.ai:spring-ai-azure-cosmos-db-store is a Spring AI Vector Store for Azure Cosmos DB Affected versions of this package are vulnerable to SQL Injection via document ID handling in CosmosDBVectorStore. An attacker can execute arbitrary SQL queries by supplying crafted...

Improper Neutralization of Special Elements in Data Query Logic

Overview Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying vector store queries by supplying crafted filter expressions, as keys and values are not...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-gemfire-store is a Spring AI GemFire Vector Store Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying vecto...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-oracle-store is an AI Vector Search from Oracle Database 23ai+ as a Spring AI Vector Store Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementation...

VectorStoreChatMemoryAdvisor conversation scoping can lead to cross-tenant memory exfiltration

In Spring AI, an attacker can bypass conversation isolation and exfiltrate sensitive memory from other users’ chat histories, including secrets and credentials, by injecting filter logic through conversationId . Only applications that use VectorStoreChatMemoryAdvisor and pass user-supplied input ...

Insufficiently Protected Credentials

Overview org.springframework.ai:spring-ai-autoconfigure-model-transformers is a Spring AI ONNX Transformers Auto Configuration Affected versions of this package are vulnerable to Insufficiently Protected Credentials via the default cache directory used by TransformersEmbeddingModel. An attacker c...

Improper Neutralization of Special Elements in Data Query Logic

Overview Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying vector store queries by supplying crafted filter expressions, as keys and values are not...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-milvus-store is a Spring AI Vector Store - Milvus Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying vecto...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-elasticsearch-store is a Spring AI Elasticsearch Vector Store Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-pgvector-store is a Spring AI PGVector Vector Store Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying...

Improper Neutralization of Special Elements in Data Query Logic

Overview org.springframework.ai:spring-ai-couchbase-store is a Spring AI Couchbase Vector Store Affected versions of this package are vulnerable to Improper Neutralization of Special Elements in Data Query Logic via the FilterExpressionConverter implementations. An attacker can alter underlying...

This Week in Spring - April 21st, 2026

Hi Spring fans! Welcome to another installment of This Week in Spring! What a week it's been since we last talked. I was in Barcelona, Spain, for the amazing Spring I/O event there. It has become my favorite show, full stop. Just such an amazing experience. So many wonderful things going on there...

Spring Office Hours Podcast: S5E13 - Community Potluck

Join Dan Vega and DaShaun Carter for the latest updates from the Spring Ecosystem. In this Potluck episode, Dan and DaShaun open up the floor to the community, answering your questions on Spring Boot, Spring AI, Spring Security, and whatever else is on your mind. Potluck episodes are shaped...

This Week in Spring - April 7th, 2026

Hi Spring fans! Welcome to another installment of This Week in Spring! It's April 7th, 2026, and I'm on the road! I started the journey for the amazing Voxxed Days Amsterdam show and am now winding my way through France. I visited Colmar, a beautiful city from which the animators on Disney's Beau...

Spring AI Agentic Patterns (Part 6): AutoMemoryTools — Persistent Agent Memory Across Sessions

File-Based Long-Term Memory for Spring AI Agents Agents are only as useful as what they remember. Spring AI's Chat Memory stores the full conversation and can persist it across restarts, but when the window fills, the oldest messages are evicted. The upcoming Session API will add recursive...

Arbitrary Code Injection

org.springframework.ai:spring-ai-vector-store is vulnerable to Arbitrary Code Injection. The vulnerability is due to unsafe use of user-supplied input as a filter expression key in SimpleVectorStore, which allows an attacker to inject malicious expressions and execute arbitrary code...

CVE-2026-22743

Spring AI's spring-ai-neo4j-store contains a Cypher injection vulnerability in Neo4jVectorFilterExpressionConverter. When a user-controlled string is passed as a filter expression key in Neo4jVectorFilterExpressionConverter of spring-ai-neo4j-store, doKey embeds the key into a backtick-delimited...

CVE-2026-22742

Spring AI's spring-ai-bedrock-converse contains a Server-Side Request Forgery SSRF vulnerability in BedrockProxyChatModel when processing multimodal messages that include user-supplied media URLs. Insufficient validation of those URLs allows an attacker to induce the server to issue HTTP requests...

CVE-2026-22744

In RedisFilterExpressionConverter of spring-ai-redis-store, when a user-controlled string is passed as a filter value for a TAG field, stringValue inserts the value directly into the @field:VALUE RediSearch TAG block without escaping characters.This issue affects Spring AI: from 1.0.0 before 1.0....