diff --git a/Cargo.toml b/Cargo.toml
index bda0121..1578bb6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,6 +24,9 @@ std = []
 cfg-if = "1"
 log = "0.4.11"
 
+[build-dependencies]
+autocfg = "1"
+
 [target.'cfg(any(unix, target_os = "fuchsia", target_os = "vxworks"))'.dependencies]
 libc = "0.2.77"
 
diff --git a/build.rs b/build.rs
new file mode 100644
index 0000000..16d6db5
--- /dev/null
+++ b/build.rs
@@ -0,0 +1,21 @@
+fn main() {
+    let cfg = match autocfg::AutoCfg::new() {
+        Ok(cfg) => cfg,
+        Err(e) => {
+            println!(
+                "cargo:warning=polling: failed to detect compiler features: {}",
+                e
+            );
+            return;
+        }
+    };
+
+    // We use "no_*" instead of "has_*" here. For non-Cargo
+    // build tools that don't run build.rs, the negative
+    // allows us to treat the current Rust version as the
+    // latest stable version, for when version information
+    // isn't available.
+    if !cfg.probe_rustc_version(1, 63) {
+        autocfg::emit("polling_no_io_safety");
+    }
+}
diff --git a/src/epoll.rs b/src/epoll.rs
index e023331..8465131 100644
--- a/src/epoll.rs
+++ b/src/epoll.rs
@@ -2,10 +2,13 @@
 
 use std::convert::TryInto;
 use std::io;
-use std::os::unix::io::RawFd;
+use std::os::unix::io::{AsRawFd, RawFd};
 use std::ptr;
 use std::time::Duration;
 
+#[cfg(not(polling_no_io_safety))]
+use std::os::unix::io::{AsFd, BorrowedFd};
+
 use crate::Event;
 
 /// Interface to epoll.
@@ -225,6 +228,20 @@ impl Poller {
     }
 }
 
+impl AsRawFd for Poller {
+    fn as_raw_fd(&self) -> RawFd {
+        self.epoll_fd
+    }
+}
+
+#[cfg(not(polling_no_io_safety))]
+impl AsFd for Poller {
+    fn as_fd(&self) -> BorrowedFd<'_> {
+        // SAFETY: lifetime is bound by "self"
+        unsafe { BorrowedFd::borrow_raw(self.as_raw_fd()) }
+    }
+}
+
 impl Drop for Poller {
     fn drop(&mut self) {
         log::trace!(
diff --git a/src/kqueue.rs b/src/kqueue.rs
index 8b0c5ec..d6c3d89 100644
--- a/src/kqueue.rs
+++ b/src/kqueue.rs
@@ -6,6 +6,9 @@ use std::os::unix::net::UnixStream;
 use std::ptr;
 use std::time::Duration;
 
+#[cfg(not(polling_no_io_safety))]
+use std::os::unix::io::{AsFd, BorrowedFd};
+
 use crate::Event;
 
 /// Interface to kqueue.
@@ -177,6 +180,20 @@ impl Poller {
     }
 }
 
+impl AsRawFd for Poller {
+    fn as_raw_fd(&self) -> RawFd {
+        self.kqueue_fd
+    }
+}
+
+#[cfg(not(polling_no_io_safety))]
+impl AsFd for Poller {
+    fn as_fd(&self) -> BorrowedFd<'_> {
+        // SAFETY: lifetime is bound by "self"
+        unsafe { BorrowedFd::borrow_raw(self.kqueue_fd) }
+    }
+}
+
 impl Drop for Poller {
     fn drop(&mut self) {
         log::trace!("drop: kqueue_fd={}", self.kqueue_fd);
diff --git a/src/lib.rs b/src/lib.rs
index bc129ae..4629a86 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -97,6 +97,7 @@ cfg_if! {
     } else if #[cfg(any(
         target_os = "vxworks",
         target_os = "fuchsia",
+        target_os = "horizon",
         unix,
     ))] {
         mod poll;
@@ -441,6 +442,61 @@ impl Poller {
     }
 }
 
+#[cfg(any(
+    target_os = "linux",
+    target_os = "android",
+    target_os = "illumos",
+    target_os = "solaris",
+    target_os = "macos",
+    target_os = "ios",
+    target_os = "freebsd",
+    target_os = "netbsd",
+    target_os = "openbsd",
+    target_os = "dragonfly",
+))]
+mod raw_fd_impl {
+    use crate::Poller;
+    use std::os::unix::io::{AsRawFd, RawFd};
+
+    #[cfg(not(polling_no_io_safety))]
+    use std::os::unix::io::{AsFd, BorrowedFd};
+
+    impl AsRawFd for Poller {
+        fn as_raw_fd(&self) -> RawFd {
+            self.poller.as_raw_fd()
+        }
+    }
+
+    #[cfg(not(polling_no_io_safety))]
+    impl AsFd for Poller {
+        fn as_fd(&self) -> BorrowedFd<'_> {
+            self.poller.as_fd()
+        }
+    }
+}
+
+#[cfg(windows)]
+mod raw_handle_impl {
+    use crate::Poller;
+    use std::os::windows::io::{AsRawHandle, RawHandle};
+
+    #[cfg(not(polling_no_io_safety))]
+    use std::os::windows::io::{AsHandle, BorrowedHandle};
+
+    impl AsRawHandle for Poller {
+        fn as_raw_handle(&self) -> RawHandle {
+            self.poller.as_raw_handle()
+        }
+    }
+
+    #[cfg(not(polling_no_io_safety))]
+    impl AsHandle for Poller {
+        fn as_handle(&self) -> BorrowedHandle<'_> {
+            self.poller.as_handle()
+        }
+    }
+}
+
 impl fmt::Debug for Poller {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         self.poller.fmt(f)
diff --git a/src/port.rs b/src/port.rs
index 0d1a85e..a759768 100644
--- a/src/port.rs
+++ b/src/port.rs
@@ -6,6 +6,9 @@ use std::os::unix::net::UnixStream;
 use std::ptr;
 use std::time::Duration;
 
+#[cfg(not(polling_no_io_safety))]
+use std::os::unix::io::{AsFd, BorrowedFd};
+
 use crate::Event;
 
 /// Interface to event ports.
@@ -143,6 +146,20 @@ impl Poller {
     }
 }
 
+impl AsRawFd for Poller {
+    fn as_raw_fd(&self) -> RawFd {
+        self.port_fd
+    }
+}
+
+#[cfg(not(polling_no_io_safety))]
+impl AsFd for Poller {
+    fn as_fd(&self) -> BorrowedFd<'_> {
+        // SAFETY: lifetime is bound by self
+        unsafe { BorrowedFd::new(self.port_fd) }
+    }
+}
+
 impl Drop for Poller {
     fn drop(&mut self) {
         let _ = self.delete(self.read_stream.as_raw_fd());
diff --git a/src/wepoll.rs b/src/wepoll.rs
index a440036..998f726 100644
--- a/src/wepoll.rs
+++ b/src/wepoll.rs
@@ -2,11 +2,14 @@
 
 use std::convert::TryInto;
 use std::io;
-use std::os::windows::io::RawSocket;
+use std::os::windows::io::{AsRawHandle, RawHandle, RawSocket};
 use std::ptr;
 use std::sync::atomic::{AtomicBool, Ordering};
 use std::time::{Duration, Instant};
 
+#[cfg(not(polling_no_io_safety))]
+use std::os::windows::io::{AsHandle, BorrowedHandle};
+
 use wepoll_ffi as we;
 use winapi::ctypes;
 
@@ -166,6 +169,20 @@ impl Poller {
     }
 }
 
+impl AsRawHandle for Poller {
+    fn as_raw_handle(&self) -> RawHandle {
+        self.handle as RawHandle
+    }
+}
+
+#[cfg(not(polling_no_io_safety))]
+impl AsHandle for Poller {
+    fn as_handle(&self) -> BorrowedHandle<'_> {
+        // SAFETY: lifetime is bound by "self"
+        unsafe { BorrowedHandle::borrow_raw(self.as_raw_handle()) }
+    }
+}
+
 impl Drop for Poller {
     fn drop(&mut self) {
         log::trace!("drop: handle={:?}", self.handle);