diff --git a/ql/src/semmle/go/frameworks/Stdlib.qll b/ql/src/semmle/go/frameworks/Stdlib.qll
index 1c89ecf540e..34b576574ad 100644
--- a/ql/src/semmle/go/frameworks/Stdlib.qll
+++ b/ql/src/semmle/go/frameworks/Stdlib.qll
@@ -20,6 +20,7 @@ import semmle.go.frameworks.stdlib.EncodingAscii85
 import semmle.go.frameworks.stdlib.EncodingAsn1
 import semmle.go.frameworks.stdlib.EncodingBase32
 import semmle.go.frameworks.stdlib.EncodingBase64
+import semmle.go.frameworks.stdlib.EncodingBinary
 import semmle.go.frameworks.stdlib.Path
 import semmle.go.frameworks.stdlib.PathFilepath
 import semmle.go.frameworks.stdlib.Reflect
diff --git a/ql/src/semmle/go/frameworks/stdlib/EncodingBinary.qll b/ql/src/semmle/go/frameworks/stdlib/EncodingBinary.qll
new file mode 100644
index 00000000000..71c3c55987b
--- /dev/null
+++ b/ql/src/semmle/go/frameworks/stdlib/EncodingBinary.qll
@@ -0,0 +1,27 @@
+/**
+ * Provides classes modeling security-relevant aspects of the `encoding/binary` package.
+ */
+
+import go
+
+/** Provides models of commonly used functions in the `encoding/binary` package. */
+module EncodingBinary {
+  private class FunctionModels extends TaintTracking::FunctionModel {
+    FunctionInput inp;
+    FunctionOutput outp;
+
+    FunctionModels() {
+      // signature: func Read(r io.Reader, order ByteOrder, data interface{}) error
+      hasQualifiedName("encoding/binary", "Read") and
+      (inp.isParameter(0) and outp.isParameter(2))
+      or
+      // signature: func Write(w io.Writer, order ByteOrder, data interface{}) error
+      hasQualifiedName("encoding/binary", "Write") and
+      (inp.isParameter(2) and outp.isParameter(0))
+    }
+
+    override predicate hasTaintFlow(FunctionInput input, FunctionOutput output) {
+      input = inp and output = outp
+    }
+  }
+}
diff --git a/ql/test/library-tests/semmle/go/frameworks/StdlibTaintFlow/EncodingBinary.go b/ql/test/library-tests/semmle/go/frameworks/StdlibTaintFlow/EncodingBinary.go
new file mode 100644
index 00000000000..9a6300eaf30
--- /dev/null
+++ b/ql/test/library-tests/semmle/go/frameworks/StdlibTaintFlow/EncodingBinary.go
@@ -0,0 +1,35 @@
+// Code generated by https://github.com/gagliardetto/codebox. DO NOT EDIT.
+
+package main
+
+import (
+	"encoding/binary"
+	"io"
+)
+
+func TaintStepTest_EncodingBinaryRead_B0I0O0(sourceCQL interface{}) interface{} {
+	fromReader656 := sourceCQL.(io.Reader)
+	var intoInterface414 interface{}
+	binary.Read(fromReader656, nil, intoInterface414)
+	return intoInterface414
+}
+
+func TaintStepTest_EncodingBinaryWrite_B0I0O0(sourceCQL interface{}) interface{} {
+	fromInterface518 := sourceCQL.(interface{})
+	var intoWriter650 io.Writer
+	binary.Write(intoWriter650, nil, fromInterface518)
+	return intoWriter650
+}
+
+func RunAllTaints_EncodingBinary() {
+	{
+		source := newSource(0)
+		out := TaintStepTest_EncodingBinaryRead_B0I0O0(source)
+		sink(0, out)
+	}
+	{
+		source := newSource(1)
+		out := TaintStepTest_EncodingBinaryWrite_B0I0O0(source)
+		sink(1, out)
+	}
+}