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package azure_openai | ||
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import ( | ||
"context" | ||
"encoding/json" | ||
"fmt" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/cache/simple" | ||
"io" | ||
"net/http" | ||
"strings" | ||
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regexp "github.com/wasilibs/go-re2" | ||
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logContext "github.com/trufflesecurity/trufflehog/v3/pkg/context" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/detectors" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/pb/detectorspb" | ||
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"github.com/trufflesecurity/trufflehog/v3/pkg/common" | ||
) | ||
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// Scanner detects API keys for Azure's OpenAI service. | ||
// https://learn.microsoft.com/en-us/azure/ai-services/openai/reference | ||
type Scanner struct { | ||
client *http.Client | ||
} | ||
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// Ensure the Scanner satisfies the interface at compile time. | ||
var _ detectors.Detector = (*Scanner)(nil) | ||
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var ( | ||
// TODO: Investigate custom `azure-api.net` endpoints. | ||
// https://github.com/openai/openai-python#microsoft-azure-openai | ||
azureUrlPat = regexp.MustCompile(`(?i)([a-z0-9-]+\.openai\.azure\.com)`) | ||
azureKeyPat = regexp.MustCompile(detectors.PrefixRegex([]string{"api[_.-]?key", "openai[_.-]?key"}) + `\b(?-i:([a-f0-9]{32}))\b`) | ||
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invalidServices = simple.NewCache[struct{}]() | ||
) | ||
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// Keywords are used for efficiently pre-filtering chunks. | ||
// Use identifiers in the secret preferably, or the provider name. | ||
func (s Scanner) Keywords() []string { | ||
return []string{".openai.azure.com"} | ||
} | ||
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// FromData will find and optionally verify OpenAI secrets in a given set of bytes. | ||
func (s Scanner) FromData(ctx context.Context, verify bool, data []byte) (results []detectors.Result, err error) { | ||
dataStr := string(data) | ||
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// De-duplicate results. | ||
tokens := make(map[string]struct{}) | ||
for _, match := range azureKeyPat.FindAllStringSubmatch(dataStr, -1) { | ||
tokens[match[1]] = struct{}{} | ||
} | ||
if len(tokens) == 0 { | ||
return | ||
} | ||
urls := make(map[string]struct{}) | ||
for _, match := range azureUrlPat.FindAllStringSubmatch(dataStr, -1) { | ||
u := match[1] | ||
if invalidServices.Exists(u) { | ||
continue | ||
} | ||
urls[u] = struct{}{} | ||
} | ||
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// Process results. | ||
logCtx := logContext.AddLogger(ctx) | ||
for token := range tokens { | ||
s1 := detectors.Result{ | ||
DetectorType: s.Type(), | ||
Redacted: token[:3] + "..." + token[25:], | ||
Raw: []byte(token), | ||
} | ||
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for url := range urls { | ||
if verify { | ||
client := s.client | ||
if client == nil { | ||
client = common.SaneHttpClient() | ||
} | ||
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isVerified, extraData, verificationErr := verifyAzureToken(logCtx, client, url, token) | ||
if isVerified || len(urls) == 1 { | ||
s1.RawV2 = []byte(token + ":" + url) | ||
s1.Verified = isVerified | ||
s1.ExtraData = extraData | ||
s1.SetVerificationError(verificationErr, token) | ||
break | ||
} | ||
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// Instance doesn't exist. | ||
// Verification issue: lookup azsdk-east-us.openai.azure.com: no such host | ||
if verificationErr != nil && strings.Contains(verificationErr.Error(), "no such host") { | ||
delete(urls, url) | ||
invalidServices.Set(url, struct{}{}) | ||
} | ||
} | ||
} | ||
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results = append(results, s1) | ||
} | ||
return | ||
} | ||
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func verifyAzureToken(ctx logContext.Context, client *http.Client, baseUrl, token string) (bool, map[string]string, error) { | ||
// TODO: Replace this with a more suitable long-term endpoint. | ||
// Most endpoints require additional info, e.g., deployment name, which complicates verification. | ||
// This may be retired in the future, so we should look for another candidate. | ||
// https://learn.microsoft.com/en-us/answers/questions/1371786/get-azure-openai-deployments-in-api | ||
req, err := http.NewRequestWithContext(ctx, http.MethodGet, fmt.Sprintf("https://%s/openai/deployments?api-version=2023-03-15-preview", baseUrl), nil) | ||
if err != nil { | ||
return false, nil, nil | ||
} | ||
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req.Header.Add("Content-Type", "application/json") | ||
req.Header.Add("api-key", token) | ||
res, err := client.Do(req) | ||
if err != nil { | ||
return false, nil, err | ||
} | ||
defer func() { | ||
_, _ = io.Copy(io.Discard, res.Body) | ||
_ = res.Body.Close() | ||
}() | ||
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switch res.StatusCode { | ||
case http.StatusOK: | ||
body, err := io.ReadAll(res.Body) | ||
if err != nil { | ||
return false, nil, err | ||
} | ||
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var deployments deploymentsResponse | ||
if err := json.Unmarshal(body, &deployments); err != nil { | ||
if json.Valid(body) { | ||
return false, nil, fmt.Errorf("failed to decode response %s: %w", req.URL, err) | ||
} else { | ||
// If the response isn't JSON it's highly unlikely to be valid. | ||
return false, nil, nil | ||
} | ||
} | ||
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// JSON unmarshal doesn't check whether the structure actually matches. | ||
if deployments.Object == "" { | ||
return false, nil, nil | ||
} | ||
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// No extra data available at the moment. | ||
return true, nil, nil | ||
case http.StatusUnauthorized: | ||
return false, nil, nil | ||
default: | ||
return false, nil, fmt.Errorf("unexpected response status %d for %s", res.StatusCode, req.URL) | ||
} | ||
} | ||
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type deploymentsResponse struct { | ||
Data []deployment `json:"data"` | ||
Object string `json:"object"` | ||
} | ||
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type deployment struct { | ||
ID string `json:"id"` | ||
} | ||
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func (s Scanner) Type() detectorspb.DetectorType { | ||
return detectorspb.DetectorType_AzureOpenAI | ||
} | ||
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func (s Scanner) Description() string { | ||
return "Azure OpenAI provides various AI models and services. The API keys can be used to access and interact with these models and services." | ||
} |
159 changes: 159 additions & 0 deletions
159
pkg/detectors/azure_openai/azure_openai_integration_test.go
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@@ -0,0 +1,159 @@ | ||
//go:build detectors | ||
// +build detectors | ||
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package azure_openai | ||
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import ( | ||
"context" | ||
"fmt" | ||
"github.com/google/go-cmp/cmp" | ||
"github.com/google/go-cmp/cmp/cmpopts" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/common" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/detectors" | ||
"github.com/trufflesecurity/trufflehog/v3/pkg/pb/detectorspb" | ||
"testing" | ||
"time" | ||
) | ||
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func TestAzureOpenAI_FromChunk(t *testing.T) { | ||
ctx, cancel := context.WithTimeout(context.Background(), time.Second*5) | ||
defer cancel() | ||
testSecrets, err := common.GetSecret(ctx, "trufflehog-testing", "detectors5") | ||
if err != nil { | ||
t.Fatalf("could not get test secrets from GCP: %s", err) | ||
} | ||
secret := testSecrets.MustGetField("AZUREOPENAI") | ||
inactiveSecret := testSecrets.MustGetField("AZUREOPENAI_INACTIVE") | ||
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type args struct { | ||
ctx context.Context | ||
data []byte | ||
verify bool | ||
} | ||
tests := []struct { | ||
name string | ||
s Scanner | ||
args args | ||
want []detectors.Result | ||
wantErr bool | ||
wantVerificationErr bool | ||
}{ | ||
{ | ||
name: "found, verified", | ||
s: Scanner{}, | ||
args: args{ | ||
ctx: context.Background(), | ||
data: []byte(fmt.Sprintf("You can find a azureopenai secret %s within", secret)), | ||
verify: true, | ||
}, | ||
want: []detectors.Result{ | ||
{ | ||
DetectorType: detectorspb.DetectorType_AzureOpenAI, | ||
Verified: true, | ||
}, | ||
}, | ||
wantErr: false, | ||
wantVerificationErr: false, | ||
}, | ||
{ | ||
name: "found, unverified", | ||
s: Scanner{}, | ||
args: args{ | ||
ctx: context.Background(), | ||
data: []byte(fmt.Sprintf("You can find a azureopenai secret %s within but not valid", inactiveSecret)), // the secret would satisfy the regex but not pass validation | ||
verify: true, | ||
}, | ||
want: []detectors.Result{ | ||
{ | ||
DetectorType: detectorspb.DetectorType_AzureOpenAI, | ||
Verified: false, | ||
}, | ||
}, | ||
wantErr: false, | ||
wantVerificationErr: false, | ||
}, | ||
{ | ||
name: "not found", | ||
s: Scanner{}, | ||
args: args{ | ||
ctx: context.Background(), | ||
data: []byte("You cannot find the secret within"), | ||
verify: true, | ||
}, | ||
want: nil, | ||
wantErr: false, | ||
wantVerificationErr: false, | ||
}, | ||
{ | ||
name: "found, would be verified if not for timeout", | ||
s: Scanner{client: common.SaneHttpClientTimeOut(1 * time.Microsecond)}, | ||
args: args{ | ||
ctx: context.Background(), | ||
data: []byte(fmt.Sprintf("You can find a azureopenai secret %s within", secret)), | ||
verify: true, | ||
}, | ||
want: []detectors.Result{ | ||
{ | ||
DetectorType: detectorspb.DetectorType_AzureOpenAI, | ||
Verified: false, | ||
}, | ||
}, | ||
wantErr: false, | ||
wantVerificationErr: true, | ||
}, | ||
{ | ||
name: "found, verified but unexpected api surface", | ||
s: Scanner{client: common.ConstantResponseHttpClient(404, "")}, | ||
args: args{ | ||
ctx: context.Background(), | ||
data: []byte(fmt.Sprintf("You can find a azureopenai secret %s within", secret)), | ||
verify: true, | ||
}, | ||
want: []detectors.Result{ | ||
{ | ||
DetectorType: detectorspb.DetectorType_AzureOpenAI, | ||
Verified: false, | ||
}, | ||
}, | ||
wantErr: false, | ||
wantVerificationErr: true, | ||
}, | ||
} | ||
for _, tt := range tests { | ||
t.Run(tt.name, func(t *testing.T) { | ||
got, err := tt.s.FromData(tt.args.ctx, tt.args.verify, tt.args.data) | ||
if (err != nil) != tt.wantErr { | ||
t.Errorf("Azureopenai.FromData() error = %v, wantErr %v", err, tt.wantErr) | ||
return | ||
} | ||
for i := range got { | ||
if len(got[i].Raw) == 0 { | ||
t.Fatalf("no raw secret present: \n %+v", got[i]) | ||
} | ||
if (got[i].VerificationError() != nil) != tt.wantVerificationErr { | ||
t.Fatalf("wantVerificationError = %v, verification error = %v", tt.wantVerificationErr, got[i].VerificationError()) | ||
} | ||
} | ||
ignoreOpts := cmpopts.IgnoreFields(detectors.Result{}, "Raw", "verificationError") | ||
if diff := cmp.Diff(got, tt.want, ignoreOpts); diff != "" { | ||
t.Errorf("Azureopenai.FromData() %s diff: (-got +want)\n%s", tt.name, diff) | ||
} | ||
}) | ||
} | ||
} | ||
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func BenchmarkFromData(benchmark *testing.B) { | ||
ctx := context.Background() | ||
s := Scanner{} | ||
for name, data := range detectors.MustGetBenchmarkData() { | ||
benchmark.Run(name, func(b *testing.B) { | ||
b.ResetTimer() | ||
for n := 0; n < b.N; n++ { | ||
_, err := s.FromData(ctx, false, data) | ||
if err != nil { | ||
b.Fatal(err) | ||
} | ||
} | ||
}) | ||
} | ||
} |
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