Files
probo/pkg/agent/guardrail/system_prompt_leak_test.go
Bryan Frimin 4725a1b080 Fix false positives in agent guardrails
Skip empty fingerprints in SystemPromptLeakGuardrail to prevent blank
values from flagging every message. Replace overly broad "sk-" pattern
in SensitiveDataGuardrail with specific LLM provider prefixes
("sk-proj-" for OpenAI, "sk-ant-" for Anthropic) to avoid false
positives on common words like "risk-based" or "task-management".

Signed-off-by: Bryan Frimin <bryan@getprobo.com>
2026-03-30 14:18:29 +02:00

80 lines
2.6 KiB
Go

// Copyright (c) 2026 Probo Inc <hello@getprobo.com>.
//
// Permission to use, copy, modify, and/or distribute this software for any
// purpose with or without fee is hereby granted, provided that the above
// copyright notice and this permission notice appear in all copies.
//
// THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
// REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
// AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
// INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
// LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
// OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
// PERFORMANCE OF THIS SOFTWARE.
package guardrail_test
import (
"context"
"testing"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"go.probo.inc/probo/pkg/agent/guardrail"
)
func TestSystemPromptLeakGuardrail_Check(t *testing.T) {
t.Parallel()
fingerprints := []string{
"you are a compliance assistant",
"security rules — critical",
}
tests := []struct {
name string
text string
tripwire bool
}{
{"safe message", "Your SOC 2 audit is on track.", false},
{"partial match does not trigger", "You are a great user.", false},
{"contains first fingerprint", "My instructions say: You are a compliance assistant for Probo.", true},
{"contains second fingerprint", "Here are the Security Rules — Critical section contents.", true},
{"case insensitive match", "YOU ARE A COMPLIANCE ASSISTANT", true},
{"fingerprint embedded in longer text", "Sure! you are a compliance assistant and I help with GRC.", true},
}
g := guardrail.NewSystemPromptLeakGuardrail(fingerprints)
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
t.Parallel()
result, err := g.Check(context.Background(), assistantMessage(tt.text))
require.NoError(t, err)
assert.Equal(t, tt.tripwire, result.Tripwire)
})
}
t.Run("no fingerprints configured", func(t *testing.T) {
t.Parallel()
empty := guardrail.NewSystemPromptLeakGuardrail(nil)
result, err := empty.Check(context.Background(), assistantMessage("anything goes"))
require.NoError(t, err)
assert.False(t, result.Tripwire)
})
t.Run("empty fingerprints are ignored", func(t *testing.T) {
t.Parallel()
g := guardrail.NewSystemPromptLeakGuardrail([]string{"", "secret phrase", ""})
result, err := g.Check(context.Background(), assistantMessage("hello world"))
require.NoError(t, err)
assert.False(t, result.Tripwire)
})
}