Real ChatGPT answer · index seed3VxGIlvswp0completeB2B software · AI and automation toolsinformational
I keep hearing about setting up LangChain agents for workflow automation, but what are the actual security risks involved when handling sensitive client data from a home office?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I keep hearing about setting up LangChain agents for workflow automation, but what are the actual security risks involved when handling sensitive client data from a home office?
3 real searches · 1 real-search pass
LangChain security best practices agents tool permissions prompt injection official documentationGoogle ↗
OBSERVED
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency officialGoogle ↗
OBSERVED
NIST AI risk management generative AI data privacy home office cybersecurity guidanceGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
LangChain security best practices agents tool permissions prompt injection official documentation Google ↗
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official Google ↗
NIST AI risk management generative AI data privacy home office cybersecurity guidance Google ↗
- OWASP Top 10 for Large Language Model Applications · owasp.github.io
- GitHub - GenAI-Security-Project/GenAI-LLM-Top10: OWASP Top 10 for Large Language Model Applications · github.com
- AI Agent Security · cheatsheetseries.owasp.org
- Securing your agents with authentication and authorization · langchain.com
- Mapping to OWASP top 10 for LLM applications · docs.aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LangChain security best practices agents tool permissions prompt injection official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIST AI risk management generative AI data privacy home office cybersecurity guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |